In [7]:
ls
en-es.tmx
In [1]:
from translate.storage.tmx import tmxfile

with open("en-es.tmx", "rb") as f:
    tmx_file = tmxfile(f, "en", "es")
    
source = []
target = []

for node in tmx_file.unit_iter():
    source.append( " ".join(node.source.split()) )
    target.append( " ".join(node.target.split()) )
    
In [2]:
print(len(source))
print(len(target))

len(source) == len(target)
405955
405955
Out[2]:
True
In [3]:
source[:5]
Out[3]:
['Thank you so much, Chris.',
 "And it's truly a great honor to have the opportunity to come to this stage twice; I'm extremely grateful.",
 'I have been blown away by this conference, and I want to thank all of you for the many nice comments about what I had to say the other night.',
 'And I say that sincerely, partly because (Mock sob) I need that.',
 '(Laughter) Put yourselves in my position.']
In [4]:
target[:5]
Out[4]:
['Muchas gracias Chris.',
 'Y es en verdad un gran honor tener la oportunidad de venir a este escenario por segunda vez. Estoy extremadamente agradecido.',
 'He quedado conmovido por esta conferencia, y deseo agradecer a todos ustedes sus amables comentarios acerca de lo que tenía que decir la otra noche.',
 'Y digo eso sinceramente, en parte porque -- (Sollozos fingidos) -- ¡lo necesito!',
 '(Risas) ¡Pónganse en mi posición!']
In [5]:
import pandas as pd

data = pd.DataFrame({ "source": source,
                      "target": target})

data
Out[5]:
source target
0 Thank you so much, Chris. Muchas gracias Chris.
1 And it's truly a great honor to have the oppor... Y es en verdad un gran honor tener la oportuni...
2 I have been blown away by this conference, and... He quedado conmovido por esta conferencia, y d...
3 And I say that sincerely, partly because (Mock... Y digo eso sinceramente, en parte porque -- (S...
4 (Laughter) Put yourselves in my position. (Risas) ¡Pónganse en mi posición!
... ... ...
405950 It was indeed true that the stories of history... Es cierto que a la historia la contaban los qu...
405951 My work speaks for those who will no longer le... y mi trabajo habla por aquellos que ya no van ...
405952 Today, we stand ready to tell our own stories ... Hoy, estamos parados, listos para contar nuest...
405953 But the question still remains: are you prepar... Pero la pregunta sigue en pie: ¿Están preparad...
405954 I hope you are, because we are coming regardless. Espero que lo estén, porque allá vamos de todo...

405955 rows × 2 columns

In [6]:
data.isnull().any()
Out[6]:
source    False
target    False
dtype: bool
In [7]:
import re
def simple_processing(text):
    
    text = str(text)
    text = text.lower()
    text = re.sub(r'[0-9]+', '', text) # eliminar numeros

    #normalize
    replacements = (
        ("á", "a"),
        ("é", "e"),
        ("í", "i"),
        ("ó", "o"),
        ("ú", "u"),
    )
    for a, b in replacements:
        text = text.replace(a, b).replace(a.upper(), b.upper())
    
    signos = ["_","-", "!", "¿", "?", "¡", "#",".", ",", ";", ":", "@", "*", "+", "(", ")", "/", "$", "\n", '•',"'"] + ['xxxx', 'xxx', 'xx']
    for i in signos:
        if i == "'":
            text = text.replace(i, "")
        else :
            text = text.replace(i, " ")
        
    return " ".join(text.split())
In [8]:
data["source"] = data["source"].apply(simple_processing)
data["target"] = data["target"].apply(simple_processing)

data
Out[8]:
source target
0 thank you so much chris muchas gracias chris
1 and its truly a great honor to have the opport... y es en verdad un gran honor tener la oportuni...
2 i have been blown away by this conference and ... he quedado conmovido por esta conferencia y de...
3 and i say that sincerely partly because mock s... y digo eso sinceramente en parte porque solloz...
4 laughter put yourselves in my position risas ponganse en mi posicion
... ... ...
405950 it was indeed true that the stories of history... es cierto que a la historia la contaban los qu...
405951 my work speaks for those who will no longer le... y mi trabajo habla por aquellos que ya no van ...
405952 today we stand ready to tell our own stories w... hoy estamos parados listos para contar nuestra...
405953 but the question still remains are you prepare... pero la pregunta sigue en pie estan preparados...
405954 i hope you are because we are coming regardless espero que lo esten porque alla vamos de todos...

405955 rows × 2 columns

In [9]:
data.isnull().any()
Out[9]:
source    False
target    False
dtype: bool
In [10]:
!mkdir Spanish_SBERT
In [11]:
!mkdir Spanish_SBERT\datasets
In [12]:
ls Spanish_SBERT
 Volume in drive C is NVMe
 Volume Serial Number is 80AD-482E

 Directory of C:\Users\josep\Documents\Python Scripts\SBERT\Spanish_SBERT

11/17/2022  07:56 PM    <DIR>          .
11/17/2022  07:56 PM    <DIR>          ..
11/17/2022  07:56 PM    <DIR>          datasets
               0 File(s)              0 bytes
               3 Dir(s)  319,105,437,696 bytes free
In [13]:
ls Spanish_SBERT\datasets
 Volume in drive C is NVMe
 Volume Serial Number is 80AD-482E

 Directory of C:\Users\josep\Documents\Python Scripts\SBERT\Spanish_SBERT\datasets

11/17/2022  07:56 PM    <DIR>          .
11/17/2022  07:56 PM    <DIR>          ..
               0 File(s)              0 bytes
               2 Dir(s)  319,105,372,160 bytes free

Separamos en entrenamiento y testeo¶

In [14]:
for i in range(5):
    data = data.sample( frac = 1 , ignore_index = True)

n_95 = int(data.shape[0]*0.95)
n_95
Out[14]:
385657
In [15]:
data_train = data.iloc[ : n_95 , :]
data_dev   = data.iloc[ n_95 : , :]
In [16]:
data_dev.shape
Out[16]:
(20298, 2)
In [17]:
ns = [15,25,50,75,100]

for n in ns:
    data_sample = data_train.sample(frac = n/100).reset_index(drop=True).dropna()
    data_sample.to_csv("Spanish_SBERT/datasets/en-es-tsv_train_sample_{}.tsv".format(n), sep = "\t", index = False)

data_dev.to_csv("Spanish_SBERT/datasets/en-es-tsv_dev.tsv", sep = "\t", index = False)
In [18]:
ls Spanish_SBERT\datasets
 Volume in drive C is NVMe
 Volume Serial Number is 80AD-482E

 Directory of C:\Users\josep\Documents\Python Scripts\SBERT\Spanish_SBERT\datasets

11/17/2022  07:56 PM    <DIR>          .
11/17/2022  07:56 PM    <DIR>          ..
11/17/2022  07:56 PM         3,903,902 en-es-tsv_dev.tsv
11/17/2022  07:56 PM        73,691,688 en-es-tsv_train_sample_100.tsv
11/17/2022  07:56 PM        11,059,859 en-es-tsv_train_sample_15.tsv
11/17/2022  07:56 PM        18,380,520 en-es-tsv_train_sample_25.tsv
11/17/2022  07:56 PM        36,859,594 en-es-tsv_train_sample_50.tsv
11/17/2022  07:56 PM        55,222,448 en-es-tsv_train_sample_75.tsv
               6 File(s)    199,118,011 bytes
               2 Dir(s)  318,906,101,760 bytes free
In [ ]:
 
In [ ]:
 
In [ ]:
 
In [ ]:
 
In [ ]:
 

SBERT Spanish¶

In [6]:
from sentence_transformers import SentenceTransformer, LoggingHandler, models, evaluation, losses
from torch.utils.data import DataLoader
from sentence_transformers.datasets import ParallelSentencesDataset
from datetime import datetime

import os
import logging
import sentence_transformers.util
import csv
import gzip
from tqdm.autonotebook import tqdm
import numpy as np
import zipfile
import io
import pandas as pd
C:\Users\josep\anaconda3\envs\nlp-39\lib\site-packages\tqdm\auto.py:22: TqdmWarning: IProgress not found. Please update jupyter and ipywidgets. See https://ipywidgets.readthedocs.io/en/stable/user_install.html
  from .autonotebook import tqdm as notebook_tqdm
In [7]:
logging.basicConfig(format='%(asctime)s - %(message)s',
                    datefmt='%Y-%m-%d %H:%M:%S',
                    level=logging.INFO,
                    handlers=[LoggingHandler()])
logger = logging.getLogger(__name__)


#teacher_model_name = 'paraphrase-distilroberta-base-v2'   #Our monolingual teacher model, we want to convert to multiple languages
#student_model_name = 'xlm-roberta-base'       #Multilingual base model we use to imitate the teacher model

teacher_model_name = 'all-mpnet-base-v2' #768 dim   #Our monolingual teacher model, we want to convert to multiple languages
student_model_name = 'Spanish_SBERT/modelos_entrenados/Spanish_SBERT_100'       #Multilingual base model we use to imitate the teacher model

max_seq_length = 128                #Student model max. lengths for inputs (number of word pieces)
train_batch_size = 64               #Batch size for training
inference_batch_size = 64           #Batch size at inference
max_sentences_per_language = 500000 #Maximum number of  parallel sentences for training
train_max_sentence_length = 250     #Maximum length (characters) for parallel training sentences

#num_epochs = 5                       #Train for x epochs
num_epochs = 10                       #Train for x epochs
num_warmup_steps = 10000             #Warumup steps

num_evaluation_steps = 1000          #Evaluate performance after every xxxx steps
dev_sentences = 1000                 #Number of parallel sentences to be used for development


# Define the language codes you would like to extend the model to
source_languages = set(['en'])                      # Our teacher model accepts English (en) sentences
target_languages = set(['es'])    # We want to extend the model to these new languages. For language codes, see the header of the train file


output_path = "output/make-multilingual-"+"-".join(sorted(list(source_languages))+sorted(list(target_languages)))+"-"+datetime.now().strftime("%Y-%m-%d_%H-%M-%S")
In [8]:
# This function downloads a corpus if it does not exist
def download_corpora(filepaths):
    if not isinstance(filepaths, list):
        filepaths = [filepaths]

    for filepath in filepaths:
        if not os.path.exists(filepath):
            print(filepath, "does not exists. Try to download from server")
            filename = os.path.basename(filepath)
            url = "https://sbert.net/datasets/" + filename
            sentence_transformers.util.http_get(url, filepath)
        else :
            print(filepath, "found succesfully")


# Here we define train train and dev corpora
train_corpus = "Spanish_SBERT/datasets/en-es-tsv_train_sample_100.tsv"         # Transcripts of TED talks, crawled 2020
dev_corpus   = "Spanish_SBERT/datasets/en-es-tsv_dev.tsv"

sts_corpus = "Spanish_SBERT/datasets/STS2017-extended.zip"     # Extended STS2017 dataset for more languages
parallel_sentences_folder = "Spanish_SBERT/parallel-sentences/"

# Check if the file exists. If not, they are downloaded
download_corpora([train_corpus, sts_corpus])


os.makedirs( parallel_sentences_folder, exist_ok = True )
train_files = []
dev_files = []
files_to_create = []
Spanish_SBERT/datasets/en-es-tsv_train_sample_100.tsv found succesfully
Spanish_SBERT/datasets/STS2017-extended.zip found succesfully
In [9]:
'''
for source_lang in source_languages:
    for target_lang in target_languages:
        output_filename_train = os.path.join(parallel_sentences_folder, "TED2020-{}-{}-train.tsv.gz".format(source_lang, target_lang))
        output_filename_dev = os.path.join(parallel_sentences_folder, "TED2020-{}-{}-dev.tsv.gz".format(source_lang, target_lang))
        train_files.append(output_filename_train)
        dev_files.append(output_filename_dev)
        if not os.path.exists(output_filename_train) or not os.path.exists(output_filename_dev):
            files_to_create.append({'src_lang': source_lang, 'trg_lang': target_lang,
                                    'fTrain': gzip.open(output_filename_train, 'wt', encoding='utf8'),
                                    'fDev': gzip.open(output_filename_dev, 'wt', encoding='utf8'),
                                    'devCount': 0
                                    })
'''
Out[9]:
'\nfor source_lang in source_languages:\n    for target_lang in target_languages:\n        output_filename_train = os.path.join(parallel_sentences_folder, "TED2020-{}-{}-train.tsv.gz".format(source_lang, target_lang))\n        output_filename_dev = os.path.join(parallel_sentences_folder, "TED2020-{}-{}-dev.tsv.gz".format(source_lang, target_lang))\n        train_files.append(output_filename_train)\n        dev_files.append(output_filename_dev)\n        if not os.path.exists(output_filename_train) or not os.path.exists(output_filename_dev):\n            files_to_create.append({\'src_lang\': source_lang, \'trg_lang\': target_lang,\n                                    \'fTrain\': gzip.open(output_filename_train, \'wt\', encoding=\'utf8\'),\n                                    \'fDev\': gzip.open(output_filename_dev, \'wt\', encoding=\'utf8\'),\n                                    \'devCount\': 0\n                                    })\n'
In [10]:
'''
if len(files_to_create) > 0:
    print("Parallel sentences files {} do not exist. Create these files now".format(", ".join(map(lambda x: x['src_lang']+"-"+x['trg_lang'], files_to_create))))
    with gzip.open(train_corpus, 'rt', encoding='utf8') as fIn:
        reader = csv.DictReader(fIn, delimiter='\t', quoting=csv.QUOTE_NONE)
        for line in tqdm(reader, desc="Sentences"):
            for outfile in files_to_create:
                src_text = line[outfile['src_lang']].strip()
                trg_text = line[outfile['trg_lang']].strip()

                if src_text != "" and trg_text != "":
                    if outfile['devCount'] < dev_sentences:
                        outfile['devCount'] += 1
                        fOut = outfile['fDev']
                    else:
                        fOut = outfile['fTrain']

                    fOut.write("{}\t{}\n".format(src_text, trg_text))

    for outfile in files_to_create:
        outfile['fTrain'].close()
        outfile['fDev'].close()
'''
Out[10]:
'\nif len(files_to_create) > 0:\n    print("Parallel sentences files {} do not exist. Create these files now".format(", ".join(map(lambda x: x[\'src_lang\']+"-"+x[\'trg_lang\'], files_to_create))))\n    with gzip.open(train_corpus, \'rt\', encoding=\'utf8\') as fIn:\n        reader = csv.DictReader(fIn, delimiter=\'\t\', quoting=csv.QUOTE_NONE)\n        for line in tqdm(reader, desc="Sentences"):\n            for outfile in files_to_create:\n                src_text = line[outfile[\'src_lang\']].strip()\n                trg_text = line[outfile[\'trg_lang\']].strip()\n\n                if src_text != "" and trg_text != "":\n                    if outfile[\'devCount\'] < dev_sentences:\n                        outfile[\'devCount\'] += 1\n                        fOut = outfile[\'fDev\']\n                    else:\n                        fOut = outfile[\'fTrain\']\n\n                    fOut.write("{}\t{}\n".format(src_text, trg_text))\n\n    for outfile in files_to_create:\n        outfile[\'fTrain\'].close()\n        outfile[\'fDev\'].close()\n'
In [11]:
train_files.append(train_corpus)
dev_files.append(dev_corpus)

######## Start the extension of the teacher model to multiple languages ########
logger.info("Load teacher model")
teacher_model = SentenceTransformer(teacher_model_name)


logger.info("Create student model from scratch")
word_embedding_model = models.Transformer(student_model_name, max_seq_length=max_seq_length)
# Apply mean pooling to get one fixed sized sentence vector
pooling_model = models.Pooling(word_embedding_model.get_word_embedding_dimension())
student_model = SentenceTransformer(modules=[word_embedding_model, pooling_model])


###### Read Parallel Sentences Dataset ######
train_data = ParallelSentencesDataset(student_model=student_model, teacher_model=teacher_model, batch_size=inference_batch_size, use_embedding_cache=True)
for train_file in train_files:
    train_data.load_data(train_file, max_sentences=max_sentences_per_language, max_sentence_length=train_max_sentence_length)

train_dataloader = DataLoader(train_data, shuffle=True, batch_size=train_batch_size)
train_loss = losses.MSELoss(model=student_model)
2022-11-22 20:59:39 - Load teacher model
2022-11-22 20:59:39 - Load pretrained SentenceTransformer: all-mpnet-base-v2
2022-11-22 20:59:40 - Use pytorch device: cuda
2022-11-22 20:59:40 - Create student model from scratch
2022-11-22 20:59:41 - Use pytorch device: cuda
2022-11-22 20:59:41 - Load Spanish_SBERT/datasets/en-es-tsv_train_sample_100.tsv
In [12]:
#### Evaluate cross-lingual performance on different tasks #####
#evaluators = []         #evaluators has a list of different evaluator classes we call periodically

#for dev_file in dev_files:
#    logger.info("Create evaluator for " + dev_file)
#    src_sentences = []
#    trg_sentences = []
#    with gzip.open(dev_file, 'rt', encoding='utf8') as fIn:
#        for line in fIn:
#            splits = line.strip().split('\t')
#            if splits[0] != "" and splits[1] != "":
#                src_sentences.append(splits[0])
#                trg_sentences.append(splits[1])


#    #Mean Squared Error (MSE) measures the (euclidean) distance between teacher and student embeddings
#    dev_mse = evaluation.MSEEvaluator(src_sentences, trg_sentences, name=os.path.basename(dev_file), teacher_model=teacher_model, batch_size=inference_batch_size)
#    evaluators.append(dev_mse)

#    # TranslationEvaluator computes the embeddings for all parallel sentences. It then check if the embedding of source[i] is the closest to target[i] out of all available target sentences
#    dev_trans_acc = evaluation.TranslationEvaluator(src_sentences, trg_sentences, name=os.path.basename(dev_file),batch_size=inference_batch_size)
#    evaluators.append(dev_trans_acc)
    
evaluators = []         #evaluators has a list of different evaluator classes we call periodically

dev_file = dev_files[0]

logger.info("Create evaluator for " + dev_file)
src_sentences = []
trg_sentences = []

dev_data = pd.read_csv( dev_files[0] , sep = '\t' )
for source, target in zip( dev_data['source'], dev_data['target'] ):
    src_sentences.append(source)
    trg_sentences.append(target)



#Mean Squared Error (MSE) measures the (euclidean) distance between teacher and student embeddings
dev_mse = evaluation.MSEEvaluator(src_sentences, trg_sentences, name=os.path.basename(dev_file), teacher_model=teacher_model, batch_size=inference_batch_size)
evaluators.append(dev_mse)

# TranslationEvaluator computes the embeddings for all parallel sentences. It then check if the embedding of source[i] is the closest to target[i] out of all available target sentences
dev_trans_acc = evaluation.TranslationEvaluator(src_sentences, trg_sentences, name=os.path.basename(dev_file),batch_size=inference_batch_size)
evaluators.append(dev_trans_acc)
2022-11-22 20:59:43 - Create evaluator for Spanish_SBERT/datasets/en-es-tsv_dev.tsv
In [13]:
dev_data = pd.read_csv( dev_files[0] , sep = '\t' )
print(dev_data.shape)
dev_data.head()
(20298, 2)
Out[13]:
source target
0 and its meant to kind of reflect how we engage... y esto pretende reflejar de algun modo como no...
1 so there are two big issues here asi que hay dos grandes problemas
2 adorno used to say "intolerance of ambiguity i... adorno solia decir "la intolerancia a la ambig...
3 so we walked around the backside to see what w... entonces caminamos a la parte de atras para ve...
4 i just cant get over this that youve got these... simplemente no dejo de impresionarme por esto ...
In [14]:
train_data = pd.read_csv( train_files[0] , sep = '\t' )
print(train_data.shape)
train_data.head()
(385657, 2)
Out[14]:
source target
0 psychologists medical scientists economists we... psicologos investigadores medicos y economista...
1 and you have to understand this is not how it ... y hay que entender que esta no es la manera co...
2 in tuscaloosa at the university of alabama the... en tuscaloosa en la universidad de alabama hay...
3 then she said "the second thing i want you to ... luego me dijo "lo segundo que quiero que me pr...
4 white objects reflect all colors of light whil... los objetos blancos reflejan todos los colores...
In [15]:
dev_files[0]
Out[15]:
'Spanish_SBERT/datasets/en-es-tsv_dev.tsv'
In [16]:
##### Read cross-lingual Semantic Textual Similarity (STS) data ####
all_languages = list(set(list(source_languages)+list(target_languages)))
sts_data = {}

#Open the ZIP File of STS2017-extended.zip and check for which language combinations we have STS data
with zipfile.ZipFile(sts_corpus) as zip:
    filelist = zip.namelist()
    sts_files = []

    for i in range(len(all_languages)):
        for j in range(i, len(all_languages)):
            lang1 = all_languages[i]
            lang2 = all_languages[j]
            filepath = 'STS2017-extended/STS.{}-{}.txt'.format(lang1, lang2)
            if filepath not in filelist:
                lang1, lang2 = lang2, lang1
                filepath = 'STS2017-extended/STS.{}-{}.txt'.format(lang1, lang2)

            if filepath in filelist:
                filename = os.path.basename(filepath)
                sts_data[filename] = {'sentences1': [], 'sentences2': [], 'scores': []}

                fIn = zip.open(filepath)
                for line in io.TextIOWrapper(fIn, 'utf8'):
                    sent1, sent2, score = line.strip().split("\t")
                    score = float(score)
                    sts_data[filename]['sentences1'].append(sent1)
                    sts_data[filename]['sentences2'].append(sent2)
                    sts_data[filename]['scores'].append(score)

for filename, data in sts_data.items():
    test_evaluator = evaluation.EmbeddingSimilarityEvaluator(data['sentences1'], data['sentences2'], data['scores'], batch_size=inference_batch_size, name=filename, show_progress_bar=False)
    evaluators.append(test_evaluator)
In [17]:
train_dataloader
Out[17]:
<torch.utils.data.dataloader.DataLoader at 0x180491eae80>
In [ ]:
 
In [18]:
ls
 Volume in drive C is NVMe
 Volume Serial Number is 80AD-482E

 Directory of C:\Users\josep\Documents\Python Scripts\SBERT

11/22/2022  08:59 PM    <DIR>          .
11/17/2022  03:47 PM    <DIR>          ..
11/22/2022  08:57 PM    <DIR>          .ipynb_checkpoints
12/03/2020  12:58 AM       122,976,777 en-es.tmx
11/14/2022  11:13 AM        32,737,526 en-es.tmx.gz
11/17/2022  08:01 PM    <DIR>          output
11/17/2022  07:57 PM    <DIR>          Spanish_SBERT
11/17/2022  03:49 PM           138,165 spanish_SBERT.ipynb
11/21/2022  12:20 AM            58,577 Spanish_SBERT_new - Copy.ipynb
11/22/2022  03:24 PM        25,118,608 Spanish_SBERT_new.ipynb
11/22/2022  08:59 PM        25,118,897 Spanish_SBERT_new_v2.ipynb
11/22/2022  08:36 PM            28,965 Untitled.ipynb
               7 File(s)    206,177,515 bytes
               5 Dir(s)  276,518,797,312 bytes free
In [19]:
!mkdir Spanish_SBERT\modelos_entrenados
!mkdir Spanish_SBERT\modelos_entrenados\Spanish_SBERT_100
A subdirectory or file Spanish_SBERT\modelos_entrenados already exists.
A subdirectory or file Spanish_SBERT\modelos_entrenados\Spanish_SBERT_100 already exists.
In [ ]:
 
In [ ]:
 
In [21]:
from time import time

t1 = time()

# Train the model
student_model.fit(train_objectives=[(train_dataloader, train_loss)],
          evaluator=evaluation.SequentialEvaluator(evaluators, main_score_function=lambda scores: np.mean(scores)),
          epochs=num_epochs,
          warmup_steps=num_warmup_steps,
          evaluation_steps=num_evaluation_steps,
          output_path=output_path,
          save_best_model=True,
          #optimizer_params= {'lr': 2e-5, 'eps': 1e-6, 'correct_bias': False}
          optimizer_params= {'lr': 2e-5, 'eps': 1e-6}
          )

t2 = time()
Epoch:   0%|          | 0/10 [00:00<?, ?it/s]
Iteration:   0%|          | 0/11591 [00:00<?, ?it/s]
Iteration:   0%|          | 1/11591 [00:00<1:44:03,  1.86it/s]
Iteration:   0%|          | 2/11591 [00:00<1:14:22,  2.60it/s]
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                                             8:42:51,  2.96s/it]
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2022-11-22 21:25:27 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 0 after 1000 steps:
2022-11-22 21:25:27 - MSE (*100):	0.080668
2022-11-22 21:25:27 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 0 after 1000 steps:
                                             
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2022-11-22 21:29:20 - Accuracy src2trg: 89.18
2022-11-22 21:29:20 - Accuracy trg2src: 88.20
2022-11-22 21:29:20 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 0 after 1000 steps:
                                             
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2022-11-22 21:29:27 - Cosine-Similarity :	Pearson: 0.6608	Spearman: 0.7028
2022-11-22 21:29:27 - Manhattan-Distance:	Pearson: 0.6715	Spearman: 0.6777
2022-11-22 21:29:27 - Euclidean-Distance:	Pearson: 0.6700	Spearman: 0.6754
2022-11-22 21:29:27 - Dot-Product-Similarity:	Pearson: 0.5935	Spearman: 0.5990
2022-11-22 21:29:27 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 0 after 1000 steps:
                                             
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2022-11-22 21:29:28 - Cosine-Similarity :	Pearson: 0.5448	Spearman: 0.5624
2022-11-22 21:29:28 - Manhattan-Distance:	Pearson: 0.5528	Spearman: 0.5367
2022-11-22 21:29:28 - Euclidean-Distance:	Pearson: 0.5532	Spearman: 0.5368
2022-11-22 21:29:28 - Dot-Product-Similarity:	Pearson: 0.4341	Spearman: 0.4397
2022-11-22 21:29:28 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 0 after 1000 steps:
                                             
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2022-11-22 21:29:28 - Cosine-Similarity :	Pearson: 0.6925	Spearman: 0.7365
2022-11-22 21:29:28 - Manhattan-Distance:	Pearson: 0.7259	Spearman: 0.7173
2022-11-22 21:29:28 - Euclidean-Distance:	Pearson: 0.7246	Spearman: 0.7168
2022-11-22 21:29:28 - Dot-Product-Similarity:	Pearson: 0.5546	Spearman: 0.5806
2022-11-22 21:29:28 - Save model to output/make-multilingual-en-es-2022-11-22_20-59-30
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2022-11-22 23:05:16 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 0 after 2000 steps:
2022-11-22 23:05:16 - MSE (*100):	0.080778
2022-11-22 23:05:16 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 0 after 2000 steps:
                                               
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2022-11-22 23:05:38 - Accuracy src2trg: 89.20
2022-11-22 23:05:38 - Accuracy trg2src: 88.30
2022-11-22 23:05:38 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 0 after 2000 steps:
                                               
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2022-11-22 23:05:38 - Cosine-Similarity :	Pearson: 0.6628	Spearman: 0.7042
2022-11-22 23:05:38 - Manhattan-Distance:	Pearson: 0.6703	Spearman: 0.6761
2022-11-22 23:05:38 - Euclidean-Distance:	Pearson: 0.6690	Spearman: 0.6739
2022-11-22 23:05:38 - Dot-Product-Similarity:	Pearson: 0.5913	Spearman: 0.5967
2022-11-22 23:05:38 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 0 after 2000 steps:
                                               
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2022-11-22 23:05:39 - Cosine-Similarity :	Pearson: 0.5484	Spearman: 0.5674
2022-11-22 23:05:39 - Manhattan-Distance:	Pearson: 0.5519	Spearman: 0.5358
2022-11-22 23:05:39 - Euclidean-Distance:	Pearson: 0.5525	Spearman: 0.5359
2022-11-22 23:05:39 - Dot-Product-Similarity:	Pearson: 0.4334	Spearman: 0.4453
2022-11-22 23:05:39 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 0 after 2000 steps:
                                               
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2022-11-22 23:05:39 - Cosine-Similarity :	Pearson: 0.6934	Spearman: 0.7365
2022-11-22 23:05:39 - Manhattan-Distance:	Pearson: 0.7245	Spearman: 0.7157
2022-11-22 23:05:39 - Euclidean-Distance:	Pearson: 0.7233	Spearman: 0.7143
2022-11-22 23:05:39 - Dot-Product-Similarity:	Pearson: 0.5504	Spearman: 0.5771
2022-11-22 23:05:39 - Save model to output/make-multilingual-en-es-2022-11-22_20-59-30
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2022-11-22 23:09:43 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 0 after 3000 steps:
2022-11-22 23:09:43 - MSE (*100):	0.080954
2022-11-22 23:09:43 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 0 after 3000 steps:
                                               
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2022-11-22 23:10:03 - Accuracy src2trg: 89.15
2022-11-22 23:10:03 - Accuracy trg2src: 88.24
2022-11-22 23:10:03 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 0 after 3000 steps:
                                               
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2022-11-22 23:10:04 - Cosine-Similarity :	Pearson: 0.6608	Spearman: 0.7019
2022-11-22 23:10:04 - Manhattan-Distance:	Pearson: 0.6707	Spearman: 0.6767
2022-11-22 23:10:04 - Euclidean-Distance:	Pearson: 0.6692	Spearman: 0.6731
2022-11-22 23:10:04 - Dot-Product-Similarity:	Pearson: 0.5966	Spearman: 0.6007
2022-11-22 23:10:04 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 0 after 3000 steps:
                                               
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2022-11-22 23:10:04 - Cosine-Similarity :	Pearson: 0.5455	Spearman: 0.5641
2022-11-22 23:10:04 - Manhattan-Distance:	Pearson: 0.5534	Spearman: 0.5376
2022-11-22 23:10:04 - Euclidean-Distance:	Pearson: 0.5535	Spearman: 0.5367
2022-11-22 23:10:04 - Dot-Product-Similarity:	Pearson: 0.4322	Spearman: 0.4392
2022-11-22 23:10:04 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 0 after 3000 steps:
                                               
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2022-11-22 23:10:04 - Cosine-Similarity :	Pearson: 0.6938	Spearman: 0.7367
2022-11-22 23:10:04 - Manhattan-Distance:	Pearson: 0.7257	Spearman: 0.7180
2022-11-22 23:10:04 - Euclidean-Distance:	Pearson: 0.7244	Spearman: 0.7166
2022-11-22 23:10:04 - Dot-Product-Similarity:	Pearson: 0.5561	Spearman: 0.5798
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2022-11-22 23:13:45 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 0 after 4000 steps:
2022-11-22 23:13:45 - MSE (*100):	0.080916
2022-11-22 23:13:45 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 0 after 4000 steps:
                                               
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2022-11-22 23:14:05 - Accuracy src2trg: 89.22
2022-11-22 23:14:05 - Accuracy trg2src: 88.26
2022-11-22 23:14:05 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 0 after 4000 steps:
                                               
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2022-11-22 23:14:06 - Cosine-Similarity :	Pearson: 0.6633	Spearman: 0.7035
2022-11-22 23:14:06 - Manhattan-Distance:	Pearson: 0.6730	Spearman: 0.6792
2022-11-22 23:14:06 - Euclidean-Distance:	Pearson: 0.6717	Spearman: 0.6779
2022-11-22 23:14:06 - Dot-Product-Similarity:	Pearson: 0.5881	Spearman: 0.5926
2022-11-22 23:14:06 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 0 after 4000 steps:
                                               
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2022-11-22 23:14:06 - Cosine-Similarity :	Pearson: 0.5463	Spearman: 0.5646
2022-11-22 23:14:06 - Manhattan-Distance:	Pearson: 0.5535	Spearman: 0.5385
2022-11-22 23:14:06 - Euclidean-Distance:	Pearson: 0.5539	Spearman: 0.5361
2022-11-22 23:14:06 - Dot-Product-Similarity:	Pearson: 0.4290	Spearman: 0.4349
2022-11-22 23:14:06 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 0 after 4000 steps:
                                               
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2022-11-22 23:14:06 - Cosine-Similarity :	Pearson: 0.6960	Spearman: 0.7397
2022-11-22 23:14:06 - Manhattan-Distance:	Pearson: 0.7277	Spearman: 0.7197
2022-11-22 23:14:06 - Euclidean-Distance:	Pearson: 0.7265	Spearman: 0.7181
2022-11-22 23:14:06 - Dot-Product-Similarity:	Pearson: 0.5546	Spearman: 0.5815
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2022-11-22 23:17:44 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 0 after 5000 steps:
2022-11-22 23:17:44 - MSE (*100):	0.080938
2022-11-22 23:17:44 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 0 after 5000 steps:
                                               
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2022-11-22 23:18:04 - Accuracy src2trg: 89.37
2022-11-22 23:18:04 - Accuracy trg2src: 88.34
2022-11-22 23:18:04 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 0 after 5000 steps:
                                               
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2022-11-22 23:18:05 - Cosine-Similarity :	Pearson: 0.6595	Spearman: 0.7007
2022-11-22 23:18:05 - Manhattan-Distance:	Pearson: 0.6707	Spearman: 0.6774
2022-11-22 23:18:05 - Euclidean-Distance:	Pearson: 0.6691	Spearman: 0.6753
2022-11-22 23:18:05 - Dot-Product-Similarity:	Pearson: 0.5915	Spearman: 0.6001
2022-11-22 23:18:05 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 0 after 5000 steps:
                                               
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2022-11-22 23:18:05 - Cosine-Similarity :	Pearson: 0.5449	Spearman: 0.5640
2022-11-22 23:18:05 - Manhattan-Distance:	Pearson: 0.5528	Spearman: 0.5388
2022-11-22 23:18:05 - Euclidean-Distance:	Pearson: 0.5535	Spearman: 0.5366
2022-11-22 23:18:05 - Dot-Product-Similarity:	Pearson: 0.4359	Spearman: 0.4425
2022-11-22 23:18:05 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 0 after 5000 steps:
                                               
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2022-11-22 23:18:05 - Cosine-Similarity :	Pearson: 0.6959	Spearman: 0.7405
2022-11-22 23:18:05 - Manhattan-Distance:	Pearson: 0.7267	Spearman: 0.7204
2022-11-22 23:18:05 - Euclidean-Distance:	Pearson: 0.7252	Spearman: 0.7197
2022-11-22 23:18:05 - Dot-Product-Similarity:	Pearson: 0.5607	Spearman: 0.5889
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                                               <23:39,  3.94it/s]
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2022-11-22 23:22:22 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 0 after 6000 steps:
2022-11-22 23:22:22 - MSE (*100):	0.080876
2022-11-22 23:22:22 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 0 after 6000 steps:
                                               
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2022-11-22 23:22:46 - Accuracy src2trg: 89.23
2022-11-22 23:22:46 - Accuracy trg2src: 88.27
2022-11-22 23:22:46 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 0 after 6000 steps:
                                               
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2022-11-22 23:22:47 - Cosine-Similarity :	Pearson: 0.6614	Spearman: 0.7011
2022-11-22 23:22:47 - Manhattan-Distance:	Pearson: 0.6747	Spearman: 0.6831
2022-11-22 23:22:47 - Euclidean-Distance:	Pearson: 0.6733	Spearman: 0.6805
2022-11-22 23:22:47 - Dot-Product-Similarity:	Pearson: 0.5971	Spearman: 0.6007
2022-11-22 23:22:47 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 0 after 6000 steps:
                                               
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2022-11-22 23:22:47 - Cosine-Similarity :	Pearson: 0.5471	Spearman: 0.5645
2022-11-22 23:22:47 - Manhattan-Distance:	Pearson: 0.5556	Spearman: 0.5416
2022-11-22 23:22:47 - Euclidean-Distance:	Pearson: 0.5565	Spearman: 0.5423
2022-11-22 23:22:47 - Dot-Product-Similarity:	Pearson: 0.4427	Spearman: 0.4450
2022-11-22 23:22:47 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 0 after 6000 steps:
                                               
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2022-11-22 23:22:47 - Cosine-Similarity :	Pearson: 0.6914	Spearman: 0.7366
2022-11-22 23:22:47 - Manhattan-Distance:	Pearson: 0.7269	Spearman: 0.7194
2022-11-22 23:22:47 - Euclidean-Distance:	Pearson: 0.7257	Spearman: 0.7181
2022-11-22 23:22:47 - Dot-Product-Similarity:	Pearson: 0.5531	Spearman: 0.5756
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2022-11-22 23:27:11 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 0 after 7000 steps:
2022-11-22 23:27:11 - MSE (*100):	0.081005
2022-11-22 23:27:11 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 0 after 7000 steps:
                                               
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2022-11-22 23:27:35 - Accuracy src2trg: 89.13
2022-11-22 23:27:35 - Accuracy trg2src: 88.17
2022-11-22 23:27:35 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 0 after 7000 steps:
                                               
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2022-11-22 23:27:35 - Cosine-Similarity :	Pearson: 0.6632	Spearman: 0.7023
2022-11-22 23:27:35 - Manhattan-Distance:	Pearson: 0.6731	Spearman: 0.6786
2022-11-22 23:27:35 - Euclidean-Distance:	Pearson: 0.6718	Spearman: 0.6764
2022-11-22 23:27:35 - Dot-Product-Similarity:	Pearson: 0.5986	Spearman: 0.6050
2022-11-22 23:27:35 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 0 after 7000 steps:
                                               
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2022-11-22 23:27:36 - Cosine-Similarity :	Pearson: 0.5487	Spearman: 0.5703
2022-11-22 23:27:36 - Manhattan-Distance:	Pearson: 0.5561	Spearman: 0.5413
2022-11-22 23:27:36 - Euclidean-Distance:	Pearson: 0.5568	Spearman: 0.5388
2022-11-22 23:27:36 - Dot-Product-Similarity:	Pearson: 0.4340	Spearman: 0.4389
2022-11-22 23:27:36 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 0 after 7000 steps:
                                               
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2022-11-22 23:27:36 - Cosine-Similarity :	Pearson: 0.6933	Spearman: 0.7363
2022-11-22 23:27:36 - Manhattan-Distance:	Pearson: 0.7272	Spearman: 0.7194
2022-11-22 23:27:36 - Euclidean-Distance:	Pearson: 0.7260	Spearman: 0.7184
2022-11-22 23:27:36 - Dot-Product-Similarity:	Pearson: 0.5578	Spearman: 0.5852
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                                               <14:38,  4.09it/s]
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2022-11-22 23:31:58 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 0 after 8000 steps:
2022-11-22 23:31:58 - MSE (*100):	0.080883
2022-11-22 23:31:58 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 0 after 8000 steps:
                                               
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2022-11-22 23:32:22 - Accuracy src2trg: 89.11
2022-11-22 23:32:22 - Accuracy trg2src: 88.27
2022-11-22 23:32:22 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 0 after 8000 steps:
                                               
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2022-11-22 23:32:22 - Cosine-Similarity :	Pearson: 0.6620	Spearman: 0.7036
2022-11-22 23:32:22 - Manhattan-Distance:	Pearson: 0.6713	Spearman: 0.6775
2022-11-22 23:32:22 - Euclidean-Distance:	Pearson: 0.6699	Spearman: 0.6761
2022-11-22 23:32:22 - Dot-Product-Similarity:	Pearson: 0.5946	Spearman: 0.6002
2022-11-22 23:32:22 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 0 after 8000 steps:
                                               
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2022-11-22 23:32:22 - Cosine-Similarity :	Pearson: 0.5475	Spearman: 0.5673
2022-11-22 23:32:22 - Manhattan-Distance:	Pearson: 0.5537	Spearman: 0.5401
2022-11-22 23:32:22 - Euclidean-Distance:	Pearson: 0.5544	Spearman: 0.5393
2022-11-22 23:32:22 - Dot-Product-Similarity:	Pearson: 0.4456	Spearman: 0.4515
2022-11-22 23:32:22 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 0 after 8000 steps:
                                               
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2022-11-22 23:32:23 - Cosine-Similarity :	Pearson: 0.6907	Spearman: 0.7358
2022-11-22 23:32:23 - Manhattan-Distance:	Pearson: 0.7242	Spearman: 0.7173
2022-11-22 23:32:23 - Euclidean-Distance:	Pearson: 0.7229	Spearman: 0.7166
2022-11-22 23:32:23 - Dot-Product-Similarity:	Pearson: 0.5549	Spearman: 0.5808
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2022-11-22 23:36:50 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 0 after 9000 steps:
2022-11-22 23:36:50 - MSE (*100):	0.080882
2022-11-22 23:36:50 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 0 after 9000 steps:
                                               
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2022-11-22 23:37:14 - Accuracy src2trg: 89.23
2022-11-22 23:37:14 - Accuracy trg2src: 88.47
2022-11-22 23:37:14 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 0 after 9000 steps:
                                               
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2022-11-22 23:37:15 - Cosine-Similarity :	Pearson: 0.6612	Spearman: 0.7045
2022-11-22 23:37:15 - Manhattan-Distance:	Pearson: 0.6745	Spearman: 0.6810
2022-11-22 23:37:15 - Euclidean-Distance:	Pearson: 0.6731	Spearman: 0.6788
2022-11-22 23:37:15 - Dot-Product-Similarity:	Pearson: 0.5879	Spearman: 0.5929
2022-11-22 23:37:15 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 0 after 9000 steps:
                                               
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2022-11-22 23:37:15 - Cosine-Similarity :	Pearson: 0.5492	Spearman: 0.5702
2022-11-22 23:37:15 - Manhattan-Distance:	Pearson: 0.5562	Spearman: 0.5438
2022-11-22 23:37:15 - Euclidean-Distance:	Pearson: 0.5573	Spearman: 0.5433
2022-11-22 23:37:15 - Dot-Product-Similarity:	Pearson: 0.4377	Spearman: 0.4499
2022-11-22 23:37:15 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 0 after 9000 steps:
                                               
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2022-11-22 23:37:15 - Cosine-Similarity :	Pearson: 0.6930	Spearman: 0.7348
2022-11-22 23:37:15 - Manhattan-Distance:	Pearson: 0.7255	Spearman: 0.7173
2022-11-22 23:37:15 - Euclidean-Distance:	Pearson: 0.7241	Spearman: 0.7169
2022-11-22 23:37:15 - Dot-Product-Similarity:	Pearson: 0.5578	Spearman: 0.5835
2022-11-22 23:37:15 - Save model to output/make-multilingual-en-es-2022-11-22_20-59-30
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2022-11-22 23:41:44 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 0 after 10000 steps:
2022-11-22 23:41:44 - MSE (*100):	0.080813
2022-11-22 23:41:44 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 0 after 10000 steps:
                                               
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2022-11-22 23:42:08 - Accuracy src2trg: 89.24
2022-11-22 23:42:08 - Accuracy trg2src: 88.49
2022-11-22 23:42:08 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 0 after 10000 steps:
                                               
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2022-11-22 23:42:09 - Cosine-Similarity :	Pearson: 0.6650	Spearman: 0.7028
2022-11-22 23:42:09 - Manhattan-Distance:	Pearson: 0.6750	Spearman: 0.6809
2022-11-22 23:42:09 - Euclidean-Distance:	Pearson: 0.6736	Spearman: 0.6799
2022-11-22 23:42:09 - Dot-Product-Similarity:	Pearson: 0.6019	Spearman: 0.6065
2022-11-22 23:42:09 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 0 after 10000 steps:
                                               
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2022-11-22 23:42:09 - Cosine-Similarity :	Pearson: 0.5494	Spearman: 0.5704
2022-11-22 23:42:09 - Manhattan-Distance:	Pearson: 0.5584	Spearman: 0.5469
2022-11-22 23:42:09 - Euclidean-Distance:	Pearson: 0.5592	Spearman: 0.5470
2022-11-22 23:42:09 - Dot-Product-Similarity:	Pearson: 0.4447	Spearman: 0.4513
2022-11-22 23:42:09 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 0 after 10000 steps:
                                               
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2022-11-22 23:42:09 - Cosine-Similarity :	Pearson: 0.6893	Spearman: 0.7358
2022-11-22 23:42:09 - Manhattan-Distance:	Pearson: 0.7240	Spearman: 0.7198
2022-11-22 23:42:09 - Euclidean-Distance:	Pearson: 0.7224	Spearman: 0.7183
2022-11-22 23:42:09 - Dot-Product-Similarity:	Pearson: 0.5619	Spearman: 0.5879
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2022-11-22 23:46:24 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 0 after 11000 steps:
2022-11-22 23:46:24 - MSE (*100):	0.080459
2022-11-22 23:46:24 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 0 after 11000 steps:
                                               
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2022-11-22 23:46:45 - Accuracy src2trg: 89.54
2022-11-22 23:46:45 - Accuracy trg2src: 88.70
2022-11-22 23:46:45 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 0 after 11000 steps:
                                               
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2022-11-22 23:46:45 - Cosine-Similarity :	Pearson: 0.6690	Spearman: 0.7061
2022-11-22 23:46:45 - Manhattan-Distance:	Pearson: 0.6803	Spearman: 0.6847
2022-11-22 23:46:45 - Euclidean-Distance:	Pearson: 0.6790	Spearman: 0.6828
2022-11-22 23:46:45 - Dot-Product-Similarity:	Pearson: 0.5931	Spearman: 0.5970
2022-11-22 23:46:46 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 0 after 11000 steps:
                                               
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2022-11-22 23:46:46 - Cosine-Similarity :	Pearson: 0.5509	Spearman: 0.5696
2022-11-22 23:46:46 - Manhattan-Distance:	Pearson: 0.5577	Spearman: 0.5417
2022-11-22 23:46:46 - Euclidean-Distance:	Pearson: 0.5593	Spearman: 0.5428
2022-11-22 23:46:46 - Dot-Product-Similarity:	Pearson: 0.4468	Spearman: 0.4494
2022-11-22 23:46:46 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 0 after 11000 steps:
                                               
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2022-11-22 23:46:46 - Cosine-Similarity :	Pearson: 0.6973	Spearman: 0.7440
2022-11-22 23:46:46 - Manhattan-Distance:	Pearson: 0.7295	Spearman: 0.7235
2022-11-22 23:46:46 - Euclidean-Distance:	Pearson: 0.7281	Spearman: 0.7216
2022-11-22 23:46:46 - Dot-Product-Similarity:	Pearson: 0.5558	Spearman: 0.5822
2022-11-22 23:46:46 - Save model to output/make-multilingual-en-es-2022-11-22_20-59-30
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2022-11-22 23:49:00 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset after epoch 0:
2022-11-22 23:49:00 - MSE (*100):	0.080489
2022-11-22 23:49:00 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset after epoch 0:
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2022-11-22 23:49:20 - Accuracy src2trg: 89.56
2022-11-22 23:49:20 - Accuracy trg2src: 88.72
2022-11-22 23:49:20 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset after epoch 0:
Epoch:   0%|          | 0/10 [2:47:15<?, ?it/s]
2022-11-22 23:49:20 - Cosine-Similarity :	Pearson: 0.6683	Spearman: 0.7052
2022-11-22 23:49:20 - Manhattan-Distance:	Pearson: 0.6726	Spearman: 0.6787
2022-11-22 23:49:20 - Euclidean-Distance:	Pearson: 0.6717	Spearman: 0.6756
2022-11-22 23:49:20 - Dot-Product-Similarity:	Pearson: 0.5940	Spearman: 0.6041
2022-11-22 23:49:20 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset after epoch 0:
Epoch:   0%|          | 0/10 [2:47:16<?, ?it/s]
2022-11-22 23:49:21 - Cosine-Similarity :	Pearson: 0.5574	Spearman: 0.5718
2022-11-22 23:49:21 - Manhattan-Distance:	Pearson: 0.5598	Spearman: 0.5431
2022-11-22 23:49:21 - Euclidean-Distance:	Pearson: 0.5599	Spearman: 0.5425
2022-11-22 23:49:21 - Dot-Product-Similarity:	Pearson: 0.4432	Spearman: 0.4545
2022-11-22 23:49:21 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset after epoch 0:
Epoch:   0%|          | 0/10 [2:47:16<?, ?it/s]
2022-11-22 23:49:21 - Cosine-Similarity :	Pearson: 0.7039	Spearman: 0.7448
2022-11-22 23:49:21 - Manhattan-Distance:	Pearson: 0.7312	Spearman: 0.7233
2022-11-22 23:49:21 - Euclidean-Distance:	Pearson: 0.7302	Spearman: 0.7215
2022-11-22 23:49:21 - Dot-Product-Similarity:	Pearson: 0.5706	Spearman: 0.5964
2022-11-22 23:49:21 - Save model to output/make-multilingual-en-es-2022-11-22_20-59-30
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2022-11-22 23:52:46 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 1 after 1000 steps:
2022-11-22 23:52:46 - MSE (*100):	0.080278
2022-11-22 23:52:46 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 1 after 1000 steps:
                                                             
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2022-11-22 23:53:06 - Accuracy src2trg: 89.66
2022-11-22 23:53:06 - Accuracy trg2src: 88.72
2022-11-22 23:53:06 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 1 after 1000 steps:
                                                             
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2022-11-22 23:53:07 - Cosine-Similarity :	Pearson: 0.6679	Spearman: 0.7083
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2022-11-22 23:53:07 - Euclidean-Distance:	Pearson: 0.6807	Spearman: 0.6881
2022-11-22 23:53:07 - Dot-Product-Similarity:	Pearson: 0.5970	Spearman: 0.6042
2022-11-22 23:53:07 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 1 after 1000 steps:
                                                             
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2022-11-22 23:53:07 - Cosine-Similarity :	Pearson: 0.5538	Spearman: 0.5719
2022-11-22 23:53:07 - Manhattan-Distance:	Pearson: 0.5670	Spearman: 0.5534
2022-11-22 23:53:07 - Euclidean-Distance:	Pearson: 0.5672	Spearman: 0.5521
2022-11-22 23:53:07 - Dot-Product-Similarity:	Pearson: 0.4382	Spearman: 0.4431
2022-11-22 23:53:07 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 1 after 1000 steps:
                                                             
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2022-11-22 23:53:07 - Cosine-Similarity :	Pearson: 0.6960	Spearman: 0.7419
2022-11-22 23:53:07 - Manhattan-Distance:	Pearson: 0.7315	Spearman: 0.7233
2022-11-22 23:53:07 - Euclidean-Distance:	Pearson: 0.7302	Spearman: 0.7215
2022-11-22 23:53:07 - Dot-Product-Similarity:	Pearson: 0.5610	Spearman: 0.5858
2022-11-22 23:53:07 - Save model to output/make-multilingual-en-es-2022-11-22_20-59-30
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2022-11-22 23:56:41 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 1 after 2000 steps:
2022-11-22 23:56:41 - MSE (*100):	0.080071
2022-11-22 23:56:41 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 1 after 2000 steps:
                                                             
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2022-11-22 23:57:04 - Accuracy src2trg: 89.60
2022-11-22 23:57:04 - Accuracy trg2src: 88.66
2022-11-22 23:57:04 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 1 after 2000 steps:
                                                             
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2022-11-22 23:57:04 - Cosine-Similarity :	Pearson: 0.6743	Spearman: 0.7155
2022-11-22 23:57:04 - Manhattan-Distance:	Pearson: 0.6809	Spearman: 0.6874
2022-11-22 23:57:04 - Euclidean-Distance:	Pearson: 0.6796	Spearman: 0.6860
2022-11-22 23:57:04 - Dot-Product-Similarity:	Pearson: 0.5938	Spearman: 0.6004
2022-11-22 23:57:04 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 1 after 2000 steps:
                                                             
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2022-11-22 23:57:04 - Cosine-Similarity :	Pearson: 0.5649	Spearman: 0.5842
2022-11-22 23:57:04 - Manhattan-Distance:	Pearson: 0.5644	Spearman: 0.5504
2022-11-22 23:57:04 - Euclidean-Distance:	Pearson: 0.5655	Spearman: 0.5495
2022-11-22 23:57:04 - Dot-Product-Similarity:	Pearson: 0.4544	Spearman: 0.4646
2022-11-22 23:57:04 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 1 after 2000 steps:
                                                             
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2022-11-22 23:57:05 - Cosine-Similarity :	Pearson: 0.7018	Spearman: 0.7473
2022-11-22 23:57:05 - Manhattan-Distance:	Pearson: 0.7318	Spearman: 0.7246
2022-11-22 23:57:05 - Euclidean-Distance:	Pearson: 0.7306	Spearman: 0.7233
2022-11-22 23:57:05 - Dot-Product-Similarity:	Pearson: 0.5560	Spearman: 0.5852
2022-11-22 23:57:05 - Save model to output/make-multilingual-en-es-2022-11-22_20-59-30
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2022-11-23 00:00:51 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 1 after 3000 steps:
2022-11-23 00:00:51 - MSE (*100):	0.079948
2022-11-23 00:00:51 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 1 after 3000 steps:
                                                             
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2022-11-23 00:01:14 - Accuracy src2trg: 89.84
2022-11-23 00:01:14 - Accuracy trg2src: 88.84
2022-11-23 00:01:14 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 1 after 3000 steps:
                                                             
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2022-11-23 00:01:14 - Cosine-Similarity :	Pearson: 0.6760	Spearman: 0.7120
2022-11-23 00:01:14 - Manhattan-Distance:	Pearson: 0.6811	Spearman: 0.6883
2022-11-23 00:01:14 - Euclidean-Distance:	Pearson: 0.6802	Spearman: 0.6879
2022-11-23 00:01:14 - Dot-Product-Similarity:	Pearson: 0.6031	Spearman: 0.6111
2022-11-23 00:01:14 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 1 after 3000 steps:
                                                             
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2022-11-23 00:01:14 - Cosine-Similarity :	Pearson: 0.5606	Spearman: 0.5762
2022-11-23 00:01:14 - Manhattan-Distance:	Pearson: 0.5578	Spearman: 0.5471
2022-11-23 00:01:14 - Euclidean-Distance:	Pearson: 0.5594	Spearman: 0.5467
2022-11-23 00:01:14 - Dot-Product-Similarity:	Pearson: 0.4489	Spearman: 0.4628
2022-11-23 00:01:14 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 1 after 3000 steps:
                                                             
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2022-11-23 00:01:14 - Cosine-Similarity :	Pearson: 0.7019	Spearman: 0.7479
2022-11-23 00:01:14 - Manhattan-Distance:	Pearson: 0.7337	Spearman: 0.7269
2022-11-23 00:01:14 - Euclidean-Distance:	Pearson: 0.7329	Spearman: 0.7265
2022-11-23 00:01:14 - Dot-Product-Similarity:	Pearson: 0.5623	Spearman: 0.5883
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2022-11-23 00:04:56 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 1 after 4000 steps:
2022-11-23 00:04:56 - MSE (*100):	0.079733
2022-11-23 00:04:56 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 1 after 4000 steps:
                                                             
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2022-11-23 00:05:19 - Accuracy src2trg: 90.08
2022-11-23 00:05:19 - Accuracy trg2src: 89.18
2022-11-23 00:05:19 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 1 after 4000 steps:
                                                             
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2022-11-23 00:05:20 - Cosine-Similarity :	Pearson: 0.6734	Spearman: 0.7135
2022-11-23 00:05:20 - Manhattan-Distance:	Pearson: 0.6845	Spearman: 0.6936
2022-11-23 00:05:20 - Euclidean-Distance:	Pearson: 0.6830	Spearman: 0.6908
2022-11-23 00:05:20 - Dot-Product-Similarity:	Pearson: 0.6097	Spearman: 0.6180
2022-11-23 00:05:20 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 1 after 4000 steps:
                                                             
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2022-11-23 00:05:20 - Cosine-Similarity :	Pearson: 0.5584	Spearman: 0.5798
2022-11-23 00:05:20 - Manhattan-Distance:	Pearson: 0.5640	Spearman: 0.5545
2022-11-23 00:05:20 - Euclidean-Distance:	Pearson: 0.5647	Spearman: 0.5537
2022-11-23 00:05:20 - Dot-Product-Similarity:	Pearson: 0.4612	Spearman: 0.4651
2022-11-23 00:05:20 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 1 after 4000 steps:
                                                             
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2022-11-23 00:05:20 - Cosine-Similarity :	Pearson: 0.7018	Spearman: 0.7481
2022-11-23 00:05:20 - Manhattan-Distance:	Pearson: 0.7344	Spearman: 0.7273
2022-11-23 00:05:20 - Euclidean-Distance:	Pearson: 0.7336	Spearman: 0.7253
2022-11-23 00:05:20 - Dot-Product-Similarity:	Pearson: 0.5688	Spearman: 0.5918
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2022-11-23 00:09:04 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 1 after 5000 steps:
2022-11-23 00:09:04 - MSE (*100):	0.079559
2022-11-23 00:09:04 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 1 after 5000 steps:
                                                             
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2022-11-23 00:09:27 - Accuracy src2trg: 89.97
2022-11-23 00:09:27 - Accuracy trg2src: 89.13
2022-11-23 00:09:27 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 1 after 5000 steps:
                                                             
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2022-11-23 00:09:27 - Cosine-Similarity :	Pearson: 0.6756	Spearman: 0.7167
2022-11-23 00:09:27 - Manhattan-Distance:	Pearson: 0.6829	Spearman: 0.6915
2022-11-23 00:09:27 - Euclidean-Distance:	Pearson: 0.6820	Spearman: 0.6897
2022-11-23 00:09:27 - Dot-Product-Similarity:	Pearson: 0.6184	Spearman: 0.6303
2022-11-23 00:09:27 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 1 after 5000 steps:
                                                             
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2022-11-23 00:09:28 - Cosine-Similarity :	Pearson: 0.5608	Spearman: 0.5834
2022-11-23 00:09:28 - Manhattan-Distance:	Pearson: 0.5632	Spearman: 0.5531
2022-11-23 00:09:28 - Euclidean-Distance:	Pearson: 0.5641	Spearman: 0.5523
2022-11-23 00:09:28 - Dot-Product-Similarity:	Pearson: 0.4573	Spearman: 0.4682
2022-11-23 00:09:28 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 1 after 5000 steps:
                                                             
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2022-11-23 00:09:28 - Cosine-Similarity :	Pearson: 0.7092	Spearman: 0.7550
2022-11-23 00:09:28 - Manhattan-Distance:	Pearson: 0.7383	Spearman: 0.7338
2022-11-23 00:09:28 - Euclidean-Distance:	Pearson: 0.7374	Spearman: 0.7329
2022-11-23 00:09:28 - Dot-Product-Similarity:	Pearson: 0.5728	Spearman: 0.6018
2022-11-23 00:09:28 - Save model to output/make-multilingual-en-es-2022-11-22_20-59-30
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2022-11-23 00:13:15 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 1 after 6000 steps:
2022-11-23 00:13:15 - MSE (*100):	0.079389
2022-11-23 00:13:15 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 1 after 6000 steps:
                                                             
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2022-11-23 00:13:37 - Accuracy src2trg: 89.82
2022-11-23 00:13:37 - Accuracy trg2src: 89.01
2022-11-23 00:13:37 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 1 after 6000 steps:
                                                             
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2022-11-23 00:13:38 - Cosine-Similarity :	Pearson: 0.6691	Spearman: 0.7104
2022-11-23 00:13:38 - Manhattan-Distance:	Pearson: 0.6834	Spearman: 0.6911
2022-11-23 00:13:38 - Euclidean-Distance:	Pearson: 0.6823	Spearman: 0.6898
2022-11-23 00:13:38 - Dot-Product-Similarity:	Pearson: 0.5983	Spearman: 0.6041
2022-11-23 00:13:38 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 1 after 6000 steps:
                                                             
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2022-11-23 00:13:38 - Cosine-Similarity :	Pearson: 0.5543	Spearman: 0.5785
2022-11-23 00:13:38 - Manhattan-Distance:	Pearson: 0.5597	Spearman: 0.5483
2022-11-23 00:13:38 - Euclidean-Distance:	Pearson: 0.5606	Spearman: 0.5485
2022-11-23 00:13:38 - Dot-Product-Similarity:	Pearson: 0.4666	Spearman: 0.4688
2022-11-23 00:13:38 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 1 after 6000 steps:
                                                             
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2022-11-23 00:13:38 - Cosine-Similarity :	Pearson: 0.7014	Spearman: 0.7494
2022-11-23 00:13:38 - Manhattan-Distance:	Pearson: 0.7356	Spearman: 0.7297
2022-11-23 00:13:38 - Euclidean-Distance:	Pearson: 0.7346	Spearman: 0.7293
2022-11-23 00:13:38 - Dot-Product-Similarity:	Pearson: 0.5580	Spearman: 0.5808
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2022-11-23 00:17:24 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 1 after 7000 steps:
2022-11-23 00:17:24 - MSE (*100):	0.079260
2022-11-23 00:17:24 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 1 after 7000 steps:
                                                             
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2022-11-23 00:17:47 - Accuracy src2trg: 89.84
2022-11-23 00:17:47 - Accuracy trg2src: 88.97
2022-11-23 00:17:47 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 1 after 7000 steps:
                                                             
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2022-11-23 00:17:48 - Cosine-Similarity :	Pearson: 0.6786	Spearman: 0.7167
2022-11-23 00:17:48 - Manhattan-Distance:	Pearson: 0.6877	Spearman: 0.6946
2022-11-23 00:17:48 - Euclidean-Distance:	Pearson: 0.6866	Spearman: 0.6929
2022-11-23 00:17:48 - Dot-Product-Similarity:	Pearson: 0.6203	Spearman: 0.6272
2022-11-23 00:17:48 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 1 after 7000 steps:
                                                             
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2022-11-23 00:17:48 - Cosine-Similarity :	Pearson: 0.5651	Spearman: 0.5885
2022-11-23 00:17:48 - Manhattan-Distance:	Pearson: 0.5691	Spearman: 0.5589
2022-11-23 00:17:48 - Euclidean-Distance:	Pearson: 0.5701	Spearman: 0.5594
2022-11-23 00:17:48 - Dot-Product-Similarity:	Pearson: 0.4709	Spearman: 0.4791
2022-11-23 00:17:48 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 1 after 7000 steps:
                                                             
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2022-11-23 00:17:48 - Cosine-Similarity :	Pearson: 0.7064	Spearman: 0.7511
2022-11-23 00:17:48 - Manhattan-Distance:	Pearson: 0.7366	Spearman: 0.7293
2022-11-23 00:17:48 - Euclidean-Distance:	Pearson: 0.7360	Spearman: 0.7287
2022-11-23 00:17:48 - Dot-Product-Similarity:	Pearson: 0.5624	Spearman: 0.5838
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Epoch:  10%|█         | 1/10 [3:19:34<25:05:35, 10037.27s/it]  
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2022-11-23 00:21:39 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 1 after 8000 steps:
2022-11-23 00:21:39 - MSE (*100):	0.079057
2022-11-23 00:21:39 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 1 after 8000 steps:
                                                             
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2022-11-23 00:22:04 - Accuracy src2trg: 90.19
2022-11-23 00:22:04 - Accuracy trg2src: 89.29
2022-11-23 00:22:04 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 1 after 8000 steps:
                                                             
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2022-11-23 00:22:04 - Cosine-Similarity :	Pearson: 0.6809	Spearman: 0.7170
2022-11-23 00:22:04 - Manhattan-Distance:	Pearson: 0.6880	Spearman: 0.6957
2022-11-23 00:22:04 - Euclidean-Distance:	Pearson: 0.6872	Spearman: 0.6936
2022-11-23 00:22:04 - Dot-Product-Similarity:	Pearson: 0.6005	Spearman: 0.6058
2022-11-23 00:22:04 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 1 after 8000 steps:
                                                             
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2022-11-23 00:22:04 - Cosine-Similarity :	Pearson: 0.5638	Spearman: 0.5814
2022-11-23 00:22:04 - Manhattan-Distance:	Pearson: 0.5683	Spearman: 0.5561
2022-11-23 00:22:04 - Euclidean-Distance:	Pearson: 0.5690	Spearman: 0.5550
2022-11-23 00:22:04 - Dot-Product-Similarity:	Pearson: 0.4521	Spearman: 0.4582
2022-11-23 00:22:04 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 1 after 8000 steps:
                                                             
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2022-11-23 00:22:04 - Cosine-Similarity :	Pearson: 0.7032	Spearman: 0.7499
2022-11-23 00:22:04 - Manhattan-Distance:	Pearson: 0.7362	Spearman: 0.7291
2022-11-23 00:22:04 - Euclidean-Distance:	Pearson: 0.7353	Spearman: 0.7291
2022-11-23 00:22:04 - Dot-Product-Similarity:	Pearson: 0.5617	Spearman: 0.5930
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2022-11-23 00:26:47 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 1 after 9000 steps:
2022-11-23 00:26:47 - MSE (*100):	0.078776
2022-11-23 00:26:47 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 1 after 9000 steps:
                                                             
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2022-11-23 00:27:15 - Accuracy src2trg: 90.03
2022-11-23 00:27:15 - Accuracy trg2src: 89.12
2022-11-23 00:27:15 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 1 after 9000 steps:
                                                             
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2022-11-23 00:27:15 - Cosine-Similarity :	Pearson: 0.6786	Spearman: 0.7183
2022-11-23 00:27:15 - Manhattan-Distance:	Pearson: 0.6857	Spearman: 0.6952
2022-11-23 00:27:15 - Euclidean-Distance:	Pearson: 0.6850	Spearman: 0.6949
2022-11-23 00:27:15 - Dot-Product-Similarity:	Pearson: 0.6079	Spearman: 0.6132
2022-11-23 00:27:15 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 1 after 9000 steps:
                                                             
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2022-11-23 00:27:15 - Cosine-Similarity :	Pearson: 0.5669	Spearman: 0.5886
2022-11-23 00:27:15 - Manhattan-Distance:	Pearson: 0.5706	Spearman: 0.5581
2022-11-23 00:27:15 - Euclidean-Distance:	Pearson: 0.5715	Spearman: 0.5568
2022-11-23 00:27:15 - Dot-Product-Similarity:	Pearson: 0.4535	Spearman: 0.4621
2022-11-23 00:27:15 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 1 after 9000 steps:
                                                             
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2022-11-23 00:27:16 - Cosine-Similarity :	Pearson: 0.7046	Spearman: 0.7500
2022-11-23 00:27:16 - Manhattan-Distance:	Pearson: 0.7341	Spearman: 0.7272
2022-11-23 00:27:16 - Euclidean-Distance:	Pearson: 0.7335	Spearman: 0.7263
2022-11-23 00:27:16 - Dot-Product-Similarity:	Pearson: 0.5614	Spearman: 0.5882
2022-11-23 00:27:16 - Save model to output/make-multilingual-en-es-2022-11-22_20-59-30
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Epoch:  10%|█         | 1/10 [3:30:00<25:05:35, 10037.27s/it]  
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2022-11-23 00:32:05 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 1 after 10000 steps:
2022-11-23 00:32:05 - MSE (*100):	0.078725
2022-11-23 00:32:05 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 1 after 10000 steps:
                                                             
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2022-11-23 00:32:31 - Accuracy src2trg: 90.16
2022-11-23 00:32:31 - Accuracy trg2src: 89.14
2022-11-23 00:32:31 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 1 after 10000 steps:
                                                             
Epoch:  10%|█         | 1/10 [3:30:26<25:05:35, 10037.27s/it]  
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2022-11-23 00:32:31 - Cosine-Similarity :	Pearson: 0.6741	Spearman: 0.7159
2022-11-23 00:32:31 - Manhattan-Distance:	Pearson: 0.6857	Spearman: 0.6933
2022-11-23 00:32:31 - Euclidean-Distance:	Pearson: 0.6847	Spearman: 0.6935
2022-11-23 00:32:31 - Dot-Product-Similarity:	Pearson: 0.6071	Spearman: 0.6124
2022-11-23 00:32:31 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 1 after 10000 steps:
                                                             
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2022-11-23 00:32:32 - Cosine-Similarity :	Pearson: 0.5640	Spearman: 0.5869
2022-11-23 00:32:32 - Manhattan-Distance:	Pearson: 0.5688	Spearman: 0.5550
2022-11-23 00:32:32 - Euclidean-Distance:	Pearson: 0.5703	Spearman: 0.5573
2022-11-23 00:32:32 - Dot-Product-Similarity:	Pearson: 0.4551	Spearman: 0.4615
2022-11-23 00:32:32 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 1 after 10000 steps:
                                                             
Epoch:  10%|█         | 1/10 [3:30:27<25:05:35, 10037.27s/it]  
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2022-11-23 00:32:32 - Cosine-Similarity :	Pearson: 0.7012	Spearman: 0.7471
2022-11-23 00:32:32 - Manhattan-Distance:	Pearson: 0.7356	Spearman: 0.7283
2022-11-23 00:32:32 - Euclidean-Distance:	Pearson: 0.7347	Spearman: 0.7270
2022-11-23 00:32:32 - Dot-Product-Similarity:	Pearson: 0.5721	Spearman: 0.5983
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2022-11-23 00:37:59 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 1 after 11000 steps:
2022-11-23 00:37:59 - MSE (*100):	0.078603
2022-11-23 00:37:59 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 1 after 11000 steps:
                                                             
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2022-11-23 00:38:30 - Accuracy src2trg: 90.20
2022-11-23 00:38:30 - Accuracy trg2src: 89.22
2022-11-23 00:38:30 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 1 after 11000 steps:
                                                             
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2022-11-23 00:38:30 - Cosine-Similarity :	Pearson: 0.6792	Spearman: 0.7181
2022-11-23 00:38:30 - Manhattan-Distance:	Pearson: 0.6920	Spearman: 0.7015
2022-11-23 00:38:30 - Euclidean-Distance:	Pearson: 0.6909	Spearman: 0.7012
2022-11-23 00:38:30 - Dot-Product-Similarity:	Pearson: 0.6161	Spearman: 0.6233
2022-11-23 00:38:30 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 1 after 11000 steps:
                                                             
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2022-11-23 00:38:31 - Cosine-Similarity :	Pearson: 0.5640	Spearman: 0.5863
2022-11-23 00:38:31 - Manhattan-Distance:	Pearson: 0.5751	Spearman: 0.5648
2022-11-23 00:38:31 - Euclidean-Distance:	Pearson: 0.5764	Spearman: 0.5632
2022-11-23 00:38:31 - Dot-Product-Similarity:	Pearson: 0.4578	Spearman: 0.4608
2022-11-23 00:38:31 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 1 after 11000 steps:
                                                             
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2022-11-23 00:38:31 - Cosine-Similarity :	Pearson: 0.7038	Spearman: 0.7497
2022-11-23 00:38:31 - Manhattan-Distance:	Pearson: 0.7380	Spearman: 0.7301
2022-11-23 00:38:31 - Euclidean-Distance:	Pearson: 0.7373	Spearman: 0.7292
2022-11-23 00:38:31 - Dot-Product-Similarity:	Pearson: 0.5731	Spearman: 0.6005
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2022-11-23 00:41:57 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset after epoch 1:
2022-11-23 00:41:57 - MSE (*100):	0.078583
2022-11-23 00:41:57 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset after epoch 1:
Epoch:  10%|█         | 1/10 [3:40:22<25:05:35, 10037.27s/it]
2022-11-23 00:42:27 - Accuracy src2trg: 90.21
2022-11-23 00:42:27 - Accuracy trg2src: 89.33
2022-11-23 00:42:27 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset after epoch 1:
Epoch:  10%|█         | 1/10 [3:40:22<25:05:35, 10037.27s/it]
2022-11-23 00:42:27 - Cosine-Similarity :	Pearson: 0.6756	Spearman: 0.7153
2022-11-23 00:42:27 - Manhattan-Distance:	Pearson: 0.6859	Spearman: 0.6950
2022-11-23 00:42:27 - Euclidean-Distance:	Pearson: 0.6850	Spearman: 0.6931
2022-11-23 00:42:27 - Dot-Product-Similarity:	Pearson: 0.5944	Spearman: 0.5963
2022-11-23 00:42:27 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset after epoch 1:
Epoch:  10%|█         | 1/10 [3:40:22<25:05:35, 10037.27s/it]
2022-11-23 00:42:27 - Cosine-Similarity :	Pearson: 0.5653	Spearman: 0.5858
2022-11-23 00:42:27 - Manhattan-Distance:	Pearson: 0.5708	Spearman: 0.5606
2022-11-23 00:42:27 - Euclidean-Distance:	Pearson: 0.5720	Spearman: 0.5588
2022-11-23 00:42:27 - Dot-Product-Similarity:	Pearson: 0.4467	Spearman: 0.4535
2022-11-23 00:42:27 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset after epoch 1:
Epoch:  20%|██        | 2/10 [3:40:23<13:20:56, 6007.02s/it] 
2022-11-23 00:42:28 - Cosine-Similarity :	Pearson: 0.7073	Spearman: 0.7510
2022-11-23 00:42:28 - Manhattan-Distance:	Pearson: 0.7386	Spearman: 0.7300
2022-11-23 00:42:28 - Euclidean-Distance:	Pearson: 0.7378	Spearman: 0.7295
2022-11-23 00:42:28 - Dot-Product-Similarity:	Pearson: 0.5672	Spearman: 0.5939
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2022-11-23 00:48:05 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 2 after 1000 steps:
2022-11-23 00:48:05 - MSE (*100):	0.078534
2022-11-23 00:48:05 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 2 after 1000 steps:
                                                            
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2022-11-23 00:48:36 - Accuracy src2trg: 90.36
2022-11-23 00:48:36 - Accuracy trg2src: 89.43
2022-11-23 00:48:36 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 2 after 1000 steps:
                                                            
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2022-11-23 00:48:36 - Cosine-Similarity :	Pearson: 0.6847	Spearman: 0.7228
2022-11-23 00:48:36 - Manhattan-Distance:	Pearson: 0.6913	Spearman: 0.6996
2022-11-23 00:48:36 - Euclidean-Distance:	Pearson: 0.6905	Spearman: 0.6994
2022-11-23 00:48:36 - Dot-Product-Similarity:	Pearson: 0.6189	Spearman: 0.6292
2022-11-23 00:48:36 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 2 after 1000 steps:
                                                            
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2022-11-23 00:48:36 - Cosine-Similarity :	Pearson: 0.5689	Spearman: 0.5865
2022-11-23 00:48:36 - Manhattan-Distance:	Pearson: 0.5727	Spearman: 0.5600
2022-11-23 00:48:36 - Euclidean-Distance:	Pearson: 0.5738	Spearman: 0.5598
2022-11-23 00:48:36 - Dot-Product-Similarity:	Pearson: 0.4590	Spearman: 0.4690
2022-11-23 00:48:36 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 2 after 1000 steps:
                                                            
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2022-11-23 00:48:37 - Cosine-Similarity :	Pearson: 0.7111	Spearman: 0.7585
2022-11-23 00:48:37 - Manhattan-Distance:	Pearson: 0.7423	Spearman: 0.7362
2022-11-23 00:48:37 - Euclidean-Distance:	Pearson: 0.7419	Spearman: 0.7350
2022-11-23 00:48:37 - Dot-Product-Similarity:	Pearson: 0.5684	Spearman: 0.5987
2022-11-23 00:48:37 - Save model to output/make-multilingual-en-es-2022-11-22_20-59-30
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2022-11-23 00:54:14 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 2 after 2000 steps:
2022-11-23 00:54:14 - MSE (*100):	0.078194
2022-11-23 00:54:14 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 2 after 2000 steps:
                                                            
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2022-11-23 00:54:45 - Accuracy src2trg: 90.30
2022-11-23 00:54:45 - Accuracy trg2src: 89.45
2022-11-23 00:54:45 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 2 after 2000 steps:
                                                            
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2022-11-23 00:54:45 - Cosine-Similarity :	Pearson: 0.6788	Spearman: 0.7225
2022-11-23 00:54:45 - Manhattan-Distance:	Pearson: 0.6893	Spearman: 0.6985
2022-11-23 00:54:45 - Euclidean-Distance:	Pearson: 0.6886	Spearman: 0.6971
2022-11-23 00:54:45 - Dot-Product-Similarity:	Pearson: 0.6093	Spearman: 0.6208
2022-11-23 00:54:45 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 2 after 2000 steps:
                                                            
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2022-11-23 00:54:45 - Cosine-Similarity :	Pearson: 0.5658	Spearman: 0.5899
2022-11-23 00:54:45 - Manhattan-Distance:	Pearson: 0.5720	Spearman: 0.5608
2022-11-23 00:54:45 - Euclidean-Distance:	Pearson: 0.5731	Spearman: 0.5610
2022-11-23 00:54:45 - Dot-Product-Similarity:	Pearson: 0.4556	Spearman: 0.4637
2022-11-23 00:54:45 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 2 after 2000 steps:
                                                            
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2022-11-23 00:54:46 - Cosine-Similarity :	Pearson: 0.7074	Spearman: 0.7536
2022-11-23 00:54:46 - Manhattan-Distance:	Pearson: 0.7402	Spearman: 0.7320
2022-11-23 00:54:46 - Euclidean-Distance:	Pearson: 0.7396	Spearman: 0.7331
2022-11-23 00:54:46 - Dot-Product-Similarity:	Pearson: 0.5627	Spearman: 0.5853
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2022-11-23 01:00:24 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 2 after 3000 steps:
2022-11-23 01:00:24 - MSE (*100):	0.078114
2022-11-23 01:00:24 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 2 after 3000 steps:
                                                            
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2022-11-23 01:00:55 - Accuracy src2trg: 90.44
2022-11-23 01:00:55 - Accuracy trg2src: 89.55
2022-11-23 01:00:55 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 2 after 3000 steps:
                                                            
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2022-11-23 01:00:55 - Cosine-Similarity :	Pearson: 0.6852	Spearman: 0.7239
2022-11-23 01:00:55 - Manhattan-Distance:	Pearson: 0.6898	Spearman: 0.6967
2022-11-23 01:00:55 - Euclidean-Distance:	Pearson: 0.6888	Spearman: 0.6961
2022-11-23 01:00:55 - Dot-Product-Similarity:	Pearson: 0.6275	Spearman: 0.6345
2022-11-23 01:00:55 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 2 after 3000 steps:
                                                            
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2022-11-23 01:00:56 - Cosine-Similarity :	Pearson: 0.5760	Spearman: 0.6001
2022-11-23 01:00:56 - Manhattan-Distance:	Pearson: 0.5780	Spearman: 0.5664
2022-11-23 01:00:56 - Euclidean-Distance:	Pearson: 0.5791	Spearman: 0.5657
2022-11-23 01:00:56 - Dot-Product-Similarity:	Pearson: 0.4790	Spearman: 0.4893
2022-11-23 01:00:56 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 2 after 3000 steps:
                                                            
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2022-11-23 01:00:56 - Cosine-Similarity :	Pearson: 0.7105	Spearman: 0.7548
2022-11-23 01:00:56 - Manhattan-Distance:	Pearson: 0.7407	Spearman: 0.7352
2022-11-23 01:00:56 - Euclidean-Distance:	Pearson: 0.7400	Spearman: 0.7345
2022-11-23 01:00:56 - Dot-Product-Similarity:	Pearson: 0.5889	Spearman: 0.6155
2022-11-23 01:00:56 - Save model to output/make-multilingual-en-es-2022-11-22_20-59-30
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2022-11-23 01:05:30 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 2 after 4000 steps:
2022-11-23 01:05:30 - MSE (*100):	0.078018
2022-11-23 01:05:30 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 2 after 4000 steps:
                                                            
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2022-11-23 01:05:51 - Accuracy src2trg: 90.50
2022-11-23 01:05:51 - Accuracy trg2src: 89.61
2022-11-23 01:05:51 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 2 after 4000 steps:
                                                            
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2022-11-23 01:05:51 - Cosine-Similarity :	Pearson: 0.6860	Spearman: 0.7206
2022-11-23 01:05:51 - Manhattan-Distance:	Pearson: 0.6878	Spearman: 0.6981
2022-11-23 01:05:51 - Euclidean-Distance:	Pearson: 0.6872	Spearman: 0.6974
2022-11-23 01:05:51 - Dot-Product-Similarity:	Pearson: 0.6170	Spearman: 0.6262
2022-11-23 01:05:51 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 2 after 4000 steps:
                                                            
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2022-11-23 01:05:52 - Cosine-Similarity :	Pearson: 0.5785	Spearman: 0.5992
2022-11-23 01:05:52 - Manhattan-Distance:	Pearson: 0.5781	Spearman: 0.5661
2022-11-23 01:05:52 - Euclidean-Distance:	Pearson: 0.5786	Spearman: 0.5674
2022-11-23 01:05:52 - Dot-Product-Similarity:	Pearson: 0.4738	Spearman: 0.4860
2022-11-23 01:05:52 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 2 after 4000 steps:
                                                            
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2022-11-23 01:05:52 - Cosine-Similarity :	Pearson: 0.7134	Spearman: 0.7609
2022-11-23 01:05:52 - Manhattan-Distance:	Pearson: 0.7421	Spearman: 0.7360
2022-11-23 01:05:52 - Euclidean-Distance:	Pearson: 0.7416	Spearman: 0.7362
2022-11-23 01:05:52 - Dot-Product-Similarity:	Pearson: 0.5834	Spearman: 0.6141
2022-11-23 01:05:52 - Save model to output/make-multilingual-en-es-2022-11-22_20-59-30
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2022-11-23 01:09:15 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 2 after 5000 steps:
2022-11-23 01:09:15 - MSE (*100):	0.077957
2022-11-23 01:09:15 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 2 after 5000 steps:
                                                            
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2022-11-23 01:09:35 - Accuracy src2trg: 90.66
2022-11-23 01:09:35 - Accuracy trg2src: 89.71
2022-11-23 01:09:35 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 2 after 5000 steps:
                                                            
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2022-11-23 01:09:36 - Cosine-Similarity :	Pearson: 0.6817	Spearman: 0.7197
2022-11-23 01:09:36 - Manhattan-Distance:	Pearson: 0.6909	Spearman: 0.6999
2022-11-23 01:09:36 - Euclidean-Distance:	Pearson: 0.6902	Spearman: 0.6982
2022-11-23 01:09:36 - Dot-Product-Similarity:	Pearson: 0.6073	Spearman: 0.6179
2022-11-23 01:09:36 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 2 after 5000 steps:
                                                            
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2022-11-23 01:09:36 - Cosine-Similarity :	Pearson: 0.5683	Spearman: 0.5886
2022-11-23 01:09:36 - Manhattan-Distance:	Pearson: 0.5707	Spearman: 0.5592
2022-11-23 01:09:36 - Euclidean-Distance:	Pearson: 0.5716	Spearman: 0.5604
2022-11-23 01:09:36 - Dot-Product-Similarity:	Pearson: 0.4621	Spearman: 0.4709
2022-11-23 01:09:36 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 2 after 5000 steps:
                                                            
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2022-11-23 01:09:36 - Cosine-Similarity :	Pearson: 0.7072	Spearman: 0.7538
2022-11-23 01:09:36 - Manhattan-Distance:	Pearson: 0.7399	Spearman: 0.7331
2022-11-23 01:09:36 - Euclidean-Distance:	Pearson: 0.7393	Spearman: 0.7330
2022-11-23 01:09:36 - Dot-Product-Similarity:	Pearson: 0.5686	Spearman: 0.5963
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2022-11-23 01:12:57 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 2 after 6000 steps:
2022-11-23 01:12:57 - MSE (*100):	0.077792
2022-11-23 01:12:57 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 2 after 6000 steps:
                                                            
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2022-11-23 01:13:18 - Accuracy src2trg: 90.60
2022-11-23 01:13:18 - Accuracy trg2src: 89.90
2022-11-23 01:13:18 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 2 after 6000 steps:
                                                            
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2022-11-23 01:13:19 - Cosine-Similarity :	Pearson: 0.6844	Spearman: 0.7256
2022-11-23 01:13:19 - Manhattan-Distance:	Pearson: 0.6927	Spearman: 0.7013
2022-11-23 01:13:19 - Euclidean-Distance:	Pearson: 0.6916	Spearman: 0.7008
2022-11-23 01:13:19 - Dot-Product-Similarity:	Pearson: 0.6234	Spearman: 0.6358
2022-11-23 01:13:19 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 2 after 6000 steps:
                                                            
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2022-11-23 01:13:19 - Cosine-Similarity :	Pearson: 0.5729	Spearman: 0.5972
2022-11-23 01:13:19 - Manhattan-Distance:	Pearson: 0.5761	Spearman: 0.5663
2022-11-23 01:13:19 - Euclidean-Distance:	Pearson: 0.5767	Spearman: 0.5647
2022-11-23 01:13:19 - Dot-Product-Similarity:	Pearson: 0.4746	Spearman: 0.4873
2022-11-23 01:13:19 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 2 after 6000 steps:
                                                            
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2022-11-23 01:13:19 - Cosine-Similarity :	Pearson: 0.7129	Spearman: 0.7591
2022-11-23 01:13:19 - Manhattan-Distance:	Pearson: 0.7428	Spearman: 0.7361
2022-11-23 01:13:19 - Euclidean-Distance:	Pearson: 0.7421	Spearman: 0.7359
2022-11-23 01:13:19 - Dot-Product-Similarity:	Pearson: 0.5811	Spearman: 0.6118
2022-11-23 01:13:19 - Save model to output/make-multilingual-en-es-2022-11-22_20-59-30
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2022-11-23 01:16:40 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 2 after 7000 steps:
2022-11-23 01:16:40 - MSE (*100):	0.077500
2022-11-23 01:16:40 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 2 after 7000 steps:
                                                            
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2022-11-23 01:17:00 - Accuracy src2trg: 90.68
2022-11-23 01:17:00 - Accuracy trg2src: 89.84
2022-11-23 01:17:00 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 2 after 7000 steps:
                                                            
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2022-11-23 01:17:01 - Cosine-Similarity :	Pearson: 0.6842	Spearman: 0.7225
2022-11-23 01:17:01 - Manhattan-Distance:	Pearson: 0.6923	Spearman: 0.7013
2022-11-23 01:17:01 - Euclidean-Distance:	Pearson: 0.6913	Spearman: 0.6987
2022-11-23 01:17:01 - Dot-Product-Similarity:	Pearson: 0.6298	Spearman: 0.6333
2022-11-23 01:17:01 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 2 after 7000 steps:
                                                            
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2022-11-23 01:17:01 - Cosine-Similarity :	Pearson: 0.5751	Spearman: 0.6006
2022-11-23 01:17:01 - Manhattan-Distance:	Pearson: 0.5802	Spearman: 0.5718
2022-11-23 01:17:01 - Euclidean-Distance:	Pearson: 0.5809	Spearman: 0.5698
2022-11-23 01:17:01 - Dot-Product-Similarity:	Pearson: 0.4787	Spearman: 0.4891
2022-11-23 01:17:01 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 2 after 7000 steps:
                                                            
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2022-11-23 01:17:01 - Cosine-Similarity :	Pearson: 0.7110	Spearman: 0.7576
2022-11-23 01:17:01 - Manhattan-Distance:	Pearson: 0.7434	Spearman: 0.7363
2022-11-23 01:17:01 - Euclidean-Distance:	Pearson: 0.7428	Spearman: 0.7371
2022-11-23 01:17:01 - Dot-Product-Similarity:	Pearson: 0.5870	Spearman: 0.6108
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2022-11-23 01:20:21 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 2 after 8000 steps:
2022-11-23 01:20:21 - MSE (*100):	0.077561
2022-11-23 01:20:21 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 2 after 8000 steps:
                                                            
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2022-11-23 01:20:41 - Accuracy src2trg: 90.51
2022-11-23 01:20:41 - Accuracy trg2src: 89.74
2022-11-23 01:20:41 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 2 after 8000 steps:
                                                            
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2022-11-23 01:20:42 - Cosine-Similarity :	Pearson: 0.6873	Spearman: 0.7280
2022-11-23 01:20:42 - Manhattan-Distance:	Pearson: 0.6954	Spearman: 0.7054
2022-11-23 01:20:42 - Euclidean-Distance:	Pearson: 0.6945	Spearman: 0.7045
2022-11-23 01:20:42 - Dot-Product-Similarity:	Pearson: 0.6248	Spearman: 0.6368
2022-11-23 01:20:42 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 2 after 8000 steps:
                                                            
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2022-11-23 01:20:42 - Cosine-Similarity :	Pearson: 0.5768	Spearman: 0.6033
2022-11-23 01:20:42 - Manhattan-Distance:	Pearson: 0.5773	Spearman: 0.5666
2022-11-23 01:20:42 - Euclidean-Distance:	Pearson: 0.5784	Spearman: 0.5674
2022-11-23 01:20:42 - Dot-Product-Similarity:	Pearson: 0.4843	Spearman: 0.4958
2022-11-23 01:20:42 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 2 after 8000 steps:
                                                            
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2022-11-23 01:20:42 - Cosine-Similarity :	Pearson: 0.7149	Spearman: 0.7611
2022-11-23 01:20:42 - Manhattan-Distance:	Pearson: 0.7435	Spearman: 0.7360
2022-11-23 01:20:42 - Euclidean-Distance:	Pearson: 0.7432	Spearman: 0.7376
2022-11-23 01:20:42 - Dot-Product-Similarity:	Pearson: 0.5803	Spearman: 0.6082
2022-11-23 01:20:42 - Save model to output/make-multilingual-en-es-2022-11-22_20-59-30
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2022-11-23 01:24:03 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 2 after 9000 steps:
2022-11-23 01:24:03 - MSE (*100):	0.077510
2022-11-23 01:24:03 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 2 after 9000 steps:
                                                            
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2022-11-23 01:24:24 - Accuracy src2trg: 90.70
2022-11-23 01:24:24 - Accuracy trg2src: 89.93
2022-11-23 01:24:24 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 2 after 9000 steps:
                                                            
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2022-11-23 01:24:24 - Cosine-Similarity :	Pearson: 0.6829	Spearman: 0.7272
2022-11-23 01:24:24 - Manhattan-Distance:	Pearson: 0.6945	Spearman: 0.7056
2022-11-23 01:24:24 - Euclidean-Distance:	Pearson: 0.6939	Spearman: 0.7044
2022-11-23 01:24:24 - Dot-Product-Similarity:	Pearson: 0.6158	Spearman: 0.6279
2022-11-23 01:24:24 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 2 after 9000 steps:
                                                            
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2022-11-23 01:24:25 - Cosine-Similarity :	Pearson: 0.5775	Spearman: 0.6016
2022-11-23 01:24:25 - Manhattan-Distance:	Pearson: 0.5813	Spearman: 0.5706
2022-11-23 01:24:25 - Euclidean-Distance:	Pearson: 0.5814	Spearman: 0.5688
2022-11-23 01:24:25 - Dot-Product-Similarity:	Pearson: 0.4853	Spearman: 0.4954
2022-11-23 01:24:25 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 2 after 9000 steps:
                                                            
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2022-11-23 01:24:25 - Cosine-Similarity :	Pearson: 0.7156	Spearman: 0.7608
2022-11-23 01:24:25 - Manhattan-Distance:	Pearson: 0.7462	Spearman: 0.7410
2022-11-23 01:24:25 - Euclidean-Distance:	Pearson: 0.7459	Spearman: 0.7402
2022-11-23 01:24:25 - Dot-Product-Similarity:	Pearson: 0.5728	Spearman: 0.5952
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2022-11-23 01:27:46 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 2 after 10000 steps:
2022-11-23 01:27:46 - MSE (*100):	0.077072
2022-11-23 01:27:46 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 2 after 10000 steps:
                                                            
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2022-11-23 01:28:07 - Accuracy src2trg: 90.71
2022-11-23 01:28:07 - Accuracy trg2src: 89.89
2022-11-23 01:28:07 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 2 after 10000 steps:
                                                            
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2022-11-23 01:28:07 - Cosine-Similarity :	Pearson: 0.6841	Spearman: 0.7261
2022-11-23 01:28:07 - Manhattan-Distance:	Pearson: 0.6934	Spearman: 0.7019
2022-11-23 01:28:07 - Euclidean-Distance:	Pearson: 0.6921	Spearman: 0.6999
2022-11-23 01:28:07 - Dot-Product-Similarity:	Pearson: 0.6241	Spearman: 0.6332
2022-11-23 01:28:07 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 2 after 10000 steps:
                                                            
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2022-11-23 01:28:07 - Cosine-Similarity :	Pearson: 0.5733	Spearman: 0.5969
2022-11-23 01:28:07 - Manhattan-Distance:	Pearson: 0.5770	Spearman: 0.5634
2022-11-23 01:28:07 - Euclidean-Distance:	Pearson: 0.5775	Spearman: 0.5631
2022-11-23 01:28:07 - Dot-Product-Similarity:	Pearson: 0.4732	Spearman: 0.4883
2022-11-23 01:28:07 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 2 after 10000 steps:
                                                            
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2022-11-23 01:28:08 - Cosine-Similarity :	Pearson: 0.7090	Spearman: 0.7537
2022-11-23 01:28:08 - Manhattan-Distance:	Pearson: 0.7391	Spearman: 0.7322
2022-11-23 01:28:08 - Euclidean-Distance:	Pearson: 0.7383	Spearman: 0.7320
2022-11-23 01:28:08 - Dot-Product-Similarity:	Pearson: 0.5815	Spearman: 0.6120
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Epoch:  20%|██        | 2/10 [4:29:24<13:20:56, 6007.02s/it]    
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2022-11-23 01:31:29 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 2 after 11000 steps:
2022-11-23 01:31:29 - MSE (*100):	0.077023
2022-11-23 01:31:29 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 2 after 11000 steps:
                                                            
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2022-11-23 01:31:49 - Accuracy src2trg: 90.79
2022-11-23 01:31:49 - Accuracy trg2src: 89.94
2022-11-23 01:31:49 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 2 after 11000 steps:
                                                            
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2022-11-23 01:31:50 - Cosine-Similarity :	Pearson: 0.6863	Spearman: 0.7282
2022-11-23 01:31:50 - Manhattan-Distance:	Pearson: 0.6947	Spearman: 0.7054
2022-11-23 01:31:50 - Euclidean-Distance:	Pearson: 0.6940	Spearman: 0.7050
2022-11-23 01:31:50 - Dot-Product-Similarity:	Pearson: 0.6165	Spearman: 0.6257
2022-11-23 01:31:50 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 2 after 11000 steps:
                                                            
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2022-11-23 01:31:50 - Cosine-Similarity :	Pearson: 0.5743	Spearman: 0.5973
2022-11-23 01:31:50 - Manhattan-Distance:	Pearson: 0.5750	Spearman: 0.5633
2022-11-23 01:31:50 - Euclidean-Distance:	Pearson: 0.5758	Spearman: 0.5630
2022-11-23 01:31:50 - Dot-Product-Similarity:	Pearson: 0.4739	Spearman: 0.4912
2022-11-23 01:31:50 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 2 after 11000 steps:
                                                            
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2022-11-23 01:31:50 - Cosine-Similarity :	Pearson: 0.7141	Spearman: 0.7604
2022-11-23 01:31:50 - Manhattan-Distance:	Pearson: 0.7443	Spearman: 0.7401
2022-11-23 01:31:50 - Euclidean-Distance:	Pearson: 0.7441	Spearman: 0.7396
2022-11-23 01:31:50 - Dot-Product-Similarity:	Pearson: 0.5831	Spearman: 0.6106
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2022-11-23 01:33:53 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset after epoch 2:
2022-11-23 01:33:53 - MSE (*100):	0.076981
2022-11-23 01:33:53 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset after epoch 2:
Epoch:  20%|██        | 2/10 [4:32:08<13:20:56, 6007.02s/it]
2022-11-23 01:34:13 - Accuracy src2trg: 90.77
2022-11-23 01:34:13 - Accuracy trg2src: 90.03
2022-11-23 01:34:13 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset after epoch 2:
Epoch:  20%|██        | 2/10 [4:32:09<13:20:56, 6007.02s/it]
2022-11-23 01:34:14 - Cosine-Similarity :	Pearson: 0.6875	Spearman: 0.7289
2022-11-23 01:34:14 - Manhattan-Distance:	Pearson: 0.6956	Spearman: 0.7066
2022-11-23 01:34:14 - Euclidean-Distance:	Pearson: 0.6947	Spearman: 0.7056
2022-11-23 01:34:14 - Dot-Product-Similarity:	Pearson: 0.6240	Spearman: 0.6332
2022-11-23 01:34:14 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset after epoch 2:
Epoch:  20%|██        | 2/10 [4:32:09<13:20:56, 6007.02s/it]
2022-11-23 01:34:14 - Cosine-Similarity :	Pearson: 0.5771	Spearman: 0.5998
2022-11-23 01:34:14 - Manhattan-Distance:	Pearson: 0.5772	Spearman: 0.5655
2022-11-23 01:34:14 - Euclidean-Distance:	Pearson: 0.5774	Spearman: 0.5657
2022-11-23 01:34:14 - Dot-Product-Similarity:	Pearson: 0.4818	Spearman: 0.4938
2022-11-23 01:34:14 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset after epoch 2:
Epoch:  20%|██        | 2/10 [4:32:09<13:20:56, 6007.02s/it]
2022-11-23 01:34:14 - Cosine-Similarity :	Pearson: 0.7173	Spearman: 0.7628
2022-11-23 01:34:14 - Manhattan-Distance:	Pearson: 0.7481	Spearman: 0.7420
2022-11-23 01:34:14 - Euclidean-Distance:	Pearson: 0.7478	Spearman: 0.7421
2022-11-23 01:34:14 - Dot-Product-Similarity:	Pearson: 0.5827	Spearman: 0.6146
2022-11-23 01:34:14 - Save model to output/make-multilingual-en-es-2022-11-22_20-59-30
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2022-11-23 01:37:36 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 3 after 1000 steps:
2022-11-23 01:37:36 - MSE (*100):	0.076965
2022-11-23 01:37:36 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 3 after 1000 steps:
                                                           
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2022-11-23 01:37:57 - Accuracy src2trg: 90.75
2022-11-23 01:37:57 - Accuracy trg2src: 89.99
2022-11-23 01:37:57 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 3 after 1000 steps:
                                                           
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2022-11-23 01:37:57 - Cosine-Similarity :	Pearson: 0.6877	Spearman: 0.7286
2022-11-23 01:37:57 - Manhattan-Distance:	Pearson: 0.6978	Spearman: 0.7068
2022-11-23 01:37:57 - Euclidean-Distance:	Pearson: 0.6969	Spearman: 0.7072
2022-11-23 01:37:57 - Dot-Product-Similarity:	Pearson: 0.6174	Spearman: 0.6268
2022-11-23 01:37:57 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 3 after 1000 steps:
                                                           
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2022-11-23 01:37:57 - Cosine-Similarity :	Pearson: 0.5771	Spearman: 0.6012
2022-11-23 01:37:57 - Manhattan-Distance:	Pearson: 0.5811	Spearman: 0.5693
2022-11-23 01:37:57 - Euclidean-Distance:	Pearson: 0.5817	Spearman: 0.5699
2022-11-23 01:37:57 - Dot-Product-Similarity:	Pearson: 0.4730	Spearman: 0.4851
2022-11-23 01:37:57 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 3 after 1000 steps:
                                                           
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2022-11-23 01:37:57 - Cosine-Similarity :	Pearson: 0.7126	Spearman: 0.7584
2022-11-23 01:37:57 - Manhattan-Distance:	Pearson: 0.7467	Spearman: 0.7408
2022-11-23 01:37:57 - Euclidean-Distance:	Pearson: 0.7461	Spearman: 0.7408
2022-11-23 01:37:57 - Dot-Product-Similarity:	Pearson: 0.5791	Spearman: 0.6077
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2022-11-23 01:41:18 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 3 after 2000 steps:
2022-11-23 01:41:18 - MSE (*100):	0.076632
2022-11-23 01:41:18 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 3 after 2000 steps:
                                                           
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2022-11-23 01:41:39 - Accuracy src2trg: 90.97
2022-11-23 01:41:39 - Accuracy trg2src: 90.08
2022-11-23 01:41:39 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 3 after 2000 steps:
                                                           
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2022-11-23 01:41:39 - Cosine-Similarity :	Pearson: 0.6870	Spearman: 0.7254
2022-11-23 01:41:39 - Manhattan-Distance:	Pearson: 0.6935	Spearman: 0.7012
2022-11-23 01:41:39 - Euclidean-Distance:	Pearson: 0.6925	Spearman: 0.7012
2022-11-23 01:41:39 - Dot-Product-Similarity:	Pearson: 0.6347	Spearman: 0.6458
2022-11-23 01:41:39 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 3 after 2000 steps:
                                                           
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2022-11-23 01:41:39 - Cosine-Similarity :	Pearson: 0.5741	Spearman: 0.5970
2022-11-23 01:41:39 - Manhattan-Distance:	Pearson: 0.5765	Spearman: 0.5646
2022-11-23 01:41:39 - Euclidean-Distance:	Pearson: 0.5769	Spearman: 0.5644
2022-11-23 01:41:39 - Dot-Product-Similarity:	Pearson: 0.4856	Spearman: 0.4996
2022-11-23 01:41:39 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 3 after 2000 steps:
                                                           
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2022-11-23 01:41:40 - Cosine-Similarity :	Pearson: 0.7152	Spearman: 0.7602
2022-11-23 01:41:40 - Manhattan-Distance:	Pearson: 0.7447	Spearman: 0.7391
2022-11-23 01:41:40 - Euclidean-Distance:	Pearson: 0.7440	Spearman: 0.7391
2022-11-23 01:41:40 - Dot-Product-Similarity:	Pearson: 0.5925	Spearman: 0.6209
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Epoch:  30%|███       | 3/10 [4:42:55<9:06:21, 4683.02s/it]    
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2022-11-23 01:45:00 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 3 after 3000 steps:
2022-11-23 01:45:00 - MSE (*100):	0.076481
2022-11-23 01:45:00 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 3 after 3000 steps:
                                                           
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2022-11-23 01:45:21 - Accuracy src2trg: 90.92
2022-11-23 01:45:21 - Accuracy trg2src: 90.08
2022-11-23 01:45:21 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 3 after 3000 steps:
                                                           
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2022-11-23 01:45:21 - Cosine-Similarity :	Pearson: 0.6922	Spearman: 0.7310
2022-11-23 01:45:21 - Manhattan-Distance:	Pearson: 0.6981	Spearman: 0.7078
2022-11-23 01:45:21 - Euclidean-Distance:	Pearson: 0.6974	Spearman: 0.7075
2022-11-23 01:45:21 - Dot-Product-Similarity:	Pearson: 0.6225	Spearman: 0.6301
2022-11-23 01:45:21 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 3 after 3000 steps:
                                                           
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2022-11-23 01:45:22 - Cosine-Similarity :	Pearson: 0.5850	Spearman: 0.6092
2022-11-23 01:45:22 - Manhattan-Distance:	Pearson: 0.5825	Spearman: 0.5713
2022-11-23 01:45:22 - Euclidean-Distance:	Pearson: 0.5832	Spearman: 0.5709
2022-11-23 01:45:22 - Dot-Product-Similarity:	Pearson: 0.4832	Spearman: 0.5002
2022-11-23 01:45:22 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 3 after 3000 steps:
                                                           
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2022-11-23 01:45:22 - Cosine-Similarity :	Pearson: 0.7179	Spearman: 0.7626
2022-11-23 01:45:22 - Manhattan-Distance:	Pearson: 0.7469	Spearman: 0.7410
2022-11-23 01:45:22 - Euclidean-Distance:	Pearson: 0.7464	Spearman: 0.7409
2022-11-23 01:45:22 - Dot-Product-Similarity:	Pearson: 0.5816	Spearman: 0.6120
2022-11-23 01:45:22 - Save model to output/make-multilingual-en-es-2022-11-22_20-59-30
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                                                           t/s]
Epoch:  30%|███       | 3/10 [4:46:39<9:06:21, 4683.02s/it]    
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2022-11-23 01:48:44 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 3 after 4000 steps:
2022-11-23 01:48:44 - MSE (*100):	0.076677
2022-11-23 01:48:44 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 3 after 4000 steps:
                                                           
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2022-11-23 01:49:04 - Accuracy src2trg: 90.94
2022-11-23 01:49:04 - Accuracy trg2src: 90.10
2022-11-23 01:49:05 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 3 after 4000 steps:
                                                           
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2022-11-23 01:49:05 - Cosine-Similarity :	Pearson: 0.6897	Spearman: 0.7299
2022-11-23 01:49:05 - Manhattan-Distance:	Pearson: 0.6992	Spearman: 0.7094
2022-11-23 01:49:05 - Euclidean-Distance:	Pearson: 0.6983	Spearman: 0.7091
2022-11-23 01:49:05 - Dot-Product-Similarity:	Pearson: 0.6242	Spearman: 0.6345
2022-11-23 01:49:05 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 3 after 4000 steps:
                                                           
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2022-11-23 01:49:05 - Cosine-Similarity :	Pearson: 0.5810	Spearman: 0.6076
2022-11-23 01:49:05 - Manhattan-Distance:	Pearson: 0.5832	Spearman: 0.5734
2022-11-23 01:49:05 - Euclidean-Distance:	Pearson: 0.5835	Spearman: 0.5722
2022-11-23 01:49:05 - Dot-Product-Similarity:	Pearson: 0.4867	Spearman: 0.5044
2022-11-23 01:49:05 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 3 after 4000 steps:
                                                           
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2022-11-23 01:49:05 - Cosine-Similarity :	Pearson: 0.7147	Spearman: 0.7595
2022-11-23 01:49:05 - Manhattan-Distance:	Pearson: 0.7464	Spearman: 0.7403
2022-11-23 01:49:05 - Euclidean-Distance:	Pearson: 0.7457	Spearman: 0.7401
2022-11-23 01:49:05 - Dot-Product-Similarity:	Pearson: 0.5840	Spearman: 0.6091
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2022-11-23 01:52:26 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 3 after 5000 steps:
2022-11-23 01:52:26 - MSE (*100):	0.076602
2022-11-23 01:52:26 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 3 after 5000 steps:
                                                           
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2022-11-23 01:52:47 - Accuracy src2trg: 91.07
2022-11-23 01:52:47 - Accuracy trg2src: 90.34
2022-11-23 01:52:47 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 3 after 5000 steps:
                                                           
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2022-11-23 01:52:47 - Cosine-Similarity :	Pearson: 0.6870	Spearman: 0.7271
2022-11-23 01:52:47 - Manhattan-Distance:	Pearson: 0.6932	Spearman: 0.7009
2022-11-23 01:52:47 - Euclidean-Distance:	Pearson: 0.6925	Spearman: 0.7011
2022-11-23 01:52:47 - Dot-Product-Similarity:	Pearson: 0.6216	Spearman: 0.6310
2022-11-23 01:52:47 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 3 after 5000 steps:
                                                           
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2022-11-23 01:52:47 - Cosine-Similarity :	Pearson: 0.5839	Spearman: 0.6074
2022-11-23 01:52:47 - Manhattan-Distance:	Pearson: 0.5829	Spearman: 0.5723
2022-11-23 01:52:47 - Euclidean-Distance:	Pearson: 0.5836	Spearman: 0.5727
2022-11-23 01:52:47 - Dot-Product-Similarity:	Pearson: 0.4859	Spearman: 0.5009
2022-11-23 01:52:47 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 3 after 5000 steps:
                                                           
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2022-11-23 01:52:47 - Cosine-Similarity :	Pearson: 0.7160	Spearman: 0.7619
2022-11-23 01:52:47 - Manhattan-Distance:	Pearson: 0.7458	Spearman: 0.7401
2022-11-23 01:52:47 - Euclidean-Distance:	Pearson: 0.7452	Spearman: 0.7394
2022-11-23 01:52:47 - Dot-Product-Similarity:	Pearson: 0.5826	Spearman: 0.6134
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2022-11-23 01:56:07 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 3 after 6000 steps:
2022-11-23 01:56:07 - MSE (*100):	0.076294
2022-11-23 01:56:07 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 3 after 6000 steps:
                                                           
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2022-11-23 01:56:28 - Accuracy src2trg: 91.10
2022-11-23 01:56:28 - Accuracy trg2src: 90.14
2022-11-23 01:56:28 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 3 after 6000 steps:
                                                           
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2022-11-23 01:56:28 - Cosine-Similarity :	Pearson: 0.6922	Spearman: 0.7314
2022-11-23 01:56:28 - Manhattan-Distance:	Pearson: 0.6984	Spearman: 0.7078
2022-11-23 01:56:28 - Euclidean-Distance:	Pearson: 0.6975	Spearman: 0.7069
2022-11-23 01:56:28 - Dot-Product-Similarity:	Pearson: 0.6342	Spearman: 0.6395
2022-11-23 01:56:28 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 3 after 6000 steps:
                                                           
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2022-11-23 01:56:29 - Cosine-Similarity :	Pearson: 0.5836	Spearman: 0.6111
2022-11-23 01:56:29 - Manhattan-Distance:	Pearson: 0.5846	Spearman: 0.5732
2022-11-23 01:56:29 - Euclidean-Distance:	Pearson: 0.5855	Spearman: 0.5747
2022-11-23 01:56:29 - Dot-Product-Similarity:	Pearson: 0.4862	Spearman: 0.4985
2022-11-23 01:56:29 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 3 after 6000 steps:
                                                           
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2022-11-23 01:56:29 - Cosine-Similarity :	Pearson: 0.7187	Spearman: 0.7624
2022-11-23 01:56:29 - Manhattan-Distance:	Pearson: 0.7477	Spearman: 0.7413
2022-11-23 01:56:29 - Euclidean-Distance:	Pearson: 0.7469	Spearman: 0.7411
2022-11-23 01:56:29 - Dot-Product-Similarity:	Pearson: 0.5911	Spearman: 0.6182
2022-11-23 01:56:29 - Save model to output/make-multilingual-en-es-2022-11-22_20-59-30
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2022-11-23 01:59:50 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 3 after 7000 steps:
2022-11-23 01:59:50 - MSE (*100):	0.076145
2022-11-23 01:59:50 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 3 after 7000 steps:
                                                           
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2022-11-23 02:00:11 - Accuracy src2trg: 91.07
2022-11-23 02:00:11 - Accuracy trg2src: 90.28
2022-11-23 02:00:11 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 3 after 7000 steps:
                                                           
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2022-11-23 02:00:11 - Cosine-Similarity :	Pearson: 0.6958	Spearman: 0.7331
2022-11-23 02:00:11 - Manhattan-Distance:	Pearson: 0.7025	Spearman: 0.7130
2022-11-23 02:00:11 - Euclidean-Distance:	Pearson: 0.7016	Spearman: 0.7115
2022-11-23 02:00:11 - Dot-Product-Similarity:	Pearson: 0.6368	Spearman: 0.6437
2022-11-23 02:00:11 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 3 after 7000 steps:
                                                           
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2022-11-23 02:00:12 - Cosine-Similarity :	Pearson: 0.5838	Spearman: 0.6110
2022-11-23 02:00:12 - Manhattan-Distance:	Pearson: 0.5840	Spearman: 0.5744
2022-11-23 02:00:12 - Euclidean-Distance:	Pearson: 0.5849	Spearman: 0.5745
2022-11-23 02:00:12 - Dot-Product-Similarity:	Pearson: 0.4943	Spearman: 0.5062
2022-11-23 02:00:12 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 3 after 7000 steps:
                                                           
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2022-11-23 02:00:12 - Cosine-Similarity :	Pearson: 0.7177	Spearman: 0.7634
2022-11-23 02:00:12 - Manhattan-Distance:	Pearson: 0.7479	Spearman: 0.7420
2022-11-23 02:00:12 - Euclidean-Distance:	Pearson: 0.7477	Spearman: 0.7409
2022-11-23 02:00:12 - Dot-Product-Similarity:	Pearson: 0.5952	Spearman: 0.6235
2022-11-23 02:00:12 - Save model to output/make-multilingual-en-es-2022-11-22_20-59-30
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Epoch:  30%|███       | 3/10 [5:01:28<9:06:21, 4683.02s/it]    
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Epoch:  30%|███       | 3/10 [5:01:28<9:06:21, 4683.02s/it]    
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2022-11-23 02:03:33 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 3 after 8000 steps:
2022-11-23 02:03:33 - MSE (*100):	0.076146
2022-11-23 02:03:33 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 3 after 8000 steps:
                                                           
Epoch:  30%|███       | 3/10 [5:01:49<9:06:21, 4683.02s/it]    
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Epoch:  30%|███       | 3/10 [5:01:49<9:06:21, 4683.02s/it]    
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2022-11-23 02:03:54 - Accuracy src2trg: 91.04
2022-11-23 02:03:54 - Accuracy trg2src: 90.38
2022-11-23 02:03:54 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 3 after 8000 steps:
                                                           
Epoch:  30%|███       | 3/10 [5:01:49<9:06:21, 4683.02s/it]    
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2022-11-23 02:03:54 - Cosine-Similarity :	Pearson: 0.6976	Spearman: 0.7357
2022-11-23 02:03:54 - Manhattan-Distance:	Pearson: 0.7045	Spearman: 0.7151
2022-11-23 02:03:54 - Euclidean-Distance:	Pearson: 0.7039	Spearman: 0.7159
2022-11-23 02:03:54 - Dot-Product-Similarity:	Pearson: 0.6364	Spearman: 0.6490
2022-11-23 02:03:54 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 3 after 8000 steps:
                                                           
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2022-11-23 02:03:55 - Cosine-Similarity :	Pearson: 0.5862	Spearman: 0.6108
2022-11-23 02:03:55 - Manhattan-Distance:	Pearson: 0.5851	Spearman: 0.5758
2022-11-23 02:03:55 - Euclidean-Distance:	Pearson: 0.5858	Spearman: 0.5765
2022-11-23 02:03:55 - Dot-Product-Similarity:	Pearson: 0.4886	Spearman: 0.5034
2022-11-23 02:03:55 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 3 after 8000 steps:
                                                           
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2022-11-23 02:03:55 - Cosine-Similarity :	Pearson: 0.7207	Spearman: 0.7663
2022-11-23 02:03:55 - Manhattan-Distance:	Pearson: 0.7483	Spearman: 0.7437
2022-11-23 02:03:55 - Euclidean-Distance:	Pearson: 0.7481	Spearman: 0.7428
2022-11-23 02:03:55 - Dot-Product-Similarity:	Pearson: 0.5963	Spearman: 0.6241
2022-11-23 02:03:55 - Save model to output/make-multilingual-en-es-2022-11-22_20-59-30
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Epoch:  30%|███       | 3/10 [5:05:12<9:06:21, 4683.02s/it]    
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2022-11-23 02:07:17 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 3 after 9000 steps:
2022-11-23 02:07:17 - MSE (*100):	0.075990
2022-11-23 02:07:17 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 3 after 9000 steps:
                                                           
Epoch:  30%|███       | 3/10 [5:05:32<9:06:21, 4683.02s/it]    
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2022-11-23 02:07:37 - Accuracy src2trg: 91.01
2022-11-23 02:07:37 - Accuracy trg2src: 90.27
2022-11-23 02:07:37 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 3 after 9000 steps:
                                                           
Epoch:  30%|███       | 3/10 [5:05:33<9:06:21, 4683.02s/it]    
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2022-11-23 02:07:38 - Cosine-Similarity :	Pearson: 0.6936	Spearman: 0.7346
2022-11-23 02:07:38 - Manhattan-Distance:	Pearson: 0.7004	Spearman: 0.7088
2022-11-23 02:07:38 - Euclidean-Distance:	Pearson: 0.6997	Spearman: 0.7095
2022-11-23 02:07:38 - Dot-Product-Similarity:	Pearson: 0.6418	Spearman: 0.6502
2022-11-23 02:07:38 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 3 after 9000 steps:
                                                           
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2022-11-23 02:07:38 - Cosine-Similarity :	Pearson: 0.5825	Spearman: 0.6058
2022-11-23 02:07:38 - Manhattan-Distance:	Pearson: 0.5833	Spearman: 0.5714
2022-11-23 02:07:38 - Euclidean-Distance:	Pearson: 0.5835	Spearman: 0.5725
2022-11-23 02:07:38 - Dot-Product-Similarity:	Pearson: 0.4975	Spearman: 0.5105
2022-11-23 02:07:38 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 3 after 9000 steps:
                                                           
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Iteration:  78%|███████▊  | 8999/11591 [33:23<08:25,  5.13it/s]
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2022-11-23 02:07:38 - Cosine-Similarity :	Pearson: 0.7183	Spearman: 0.7624
2022-11-23 02:07:38 - Manhattan-Distance:	Pearson: 0.7475	Spearman: 0.7416
2022-11-23 02:07:38 - Euclidean-Distance:	Pearson: 0.7469	Spearman: 0.7401
2022-11-23 02:07:38 - Dot-Product-Similarity:	Pearson: 0.5998	Spearman: 0.6262
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Epoch:  30%|███       | 3/10 [5:08:55<9:06:21, 4683.02s/it]    
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Epoch:  30%|███       | 3/10 [5:08:55<9:06:21, 4683.02s/it]    
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2022-11-23 02:11:00 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 3 after 10000 steps:
2022-11-23 02:11:00 - MSE (*100):	0.075952
2022-11-23 02:11:00 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 3 after 10000 steps:
                                                           
Epoch:  30%|███       | 3/10 [5:09:16<9:06:21, 4683.02s/it]    
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Epoch:  30%|███       | 3/10 [5:09:16<9:06:21, 4683.02s/it]    
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Epoch:  30%|███       | 3/10 [5:09:16<9:06:21, 4683.02s/it]    
Iteration:  86%|████████▋ | 9999/11591 [37:05<05:05,  5.21it/s]
2022-11-23 02:11:21 - Accuracy src2trg: 91.16
2022-11-23 02:11:21 - Accuracy trg2src: 90.33
2022-11-23 02:11:21 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 3 after 10000 steps:
                                                           
Epoch:  30%|███       | 3/10 [5:09:16<9:06:21, 4683.02s/it]    
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Epoch:  30%|███       | 3/10 [5:09:16<9:06:21, 4683.02s/it]    
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Epoch:  30%|███       | 3/10 [5:09:16<9:06:21, 4683.02s/it]    
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Epoch:  30%|███       | 3/10 [5:09:16<9:06:21, 4683.02s/it]    
Iteration:  86%|████████▋ | 9999/11591 [37:06<05:05,  5.21it/s]
2022-11-23 02:11:21 - Cosine-Similarity :	Pearson: 0.6961	Spearman: 0.7373
2022-11-23 02:11:21 - Manhattan-Distance:	Pearson: 0.7032	Spearman: 0.7134
2022-11-23 02:11:21 - Euclidean-Distance:	Pearson: 0.7022	Spearman: 0.7120
2022-11-23 02:11:21 - Dot-Product-Similarity:	Pearson: 0.6409	Spearman: 0.6504
2022-11-23 02:11:21 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 3 after 10000 steps:
                                                           
Epoch:  30%|███       | 3/10 [5:09:16<9:06:21, 4683.02s/it]    
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Epoch:  30%|███       | 3/10 [5:09:16<9:06:21, 4683.02s/it]    
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Epoch:  30%|███       | 3/10 [5:09:16<9:06:21, 4683.02s/it]    
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2022-11-23 02:11:21 - Cosine-Similarity :	Pearson: 0.5856	Spearman: 0.6113
2022-11-23 02:11:21 - Manhattan-Distance:	Pearson: 0.5841	Spearman: 0.5730
2022-11-23 02:11:21 - Euclidean-Distance:	Pearson: 0.5847	Spearman: 0.5715
2022-11-23 02:11:21 - Dot-Product-Similarity:	Pearson: 0.4964	Spearman: 0.5125
2022-11-23 02:11:21 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 3 after 10000 steps:
                                                           
Epoch:  30%|███       | 3/10 [5:09:16<9:06:21, 4683.02s/it]    
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Epoch:  30%|███       | 3/10 [5:09:16<9:06:21, 4683.02s/it]    
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Epoch:  30%|███       | 3/10 [5:09:16<9:06:21, 4683.02s/it]    
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2022-11-23 02:11:21 - Cosine-Similarity :	Pearson: 0.7211	Spearman: 0.7670
2022-11-23 02:11:21 - Manhattan-Distance:	Pearson: 0.7496	Spearman: 0.7454
2022-11-23 02:11:21 - Euclidean-Distance:	Pearson: 0.7493	Spearman: 0.7450
2022-11-23 02:11:21 - Dot-Product-Similarity:	Pearson: 0.5969	Spearman: 0.6236
2022-11-23 02:11:21 - Save model to output/make-multilingual-en-es-2022-11-22_20-59-30
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Epoch:  30%|███       | 3/10 [5:12:37<9:06:21, 4683.02s/it]     
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2022-11-23 02:14:42 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 3 after 11000 steps:
2022-11-23 02:14:42 - MSE (*100):	0.075795
2022-11-23 02:14:42 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 3 after 11000 steps:
                                                           
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2022-11-23 02:15:03 - Accuracy src2trg: 91.11
2022-11-23 02:15:03 - Accuracy trg2src: 90.25
2022-11-23 02:15:03 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 3 after 11000 steps:
                                                           
Epoch:  30%|███       | 3/10 [5:12:58<9:06:21, 4683.02s/it]     
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2022-11-23 02:15:03 - Cosine-Similarity :	Pearson: 0.6930	Spearman: 0.7356
2022-11-23 02:15:03 - Manhattan-Distance:	Pearson: 0.7011	Spearman: 0.7120
2022-11-23 02:15:03 - Euclidean-Distance:	Pearson: 0.7001	Spearman: 0.7109
2022-11-23 02:15:03 - Dot-Product-Similarity:	Pearson: 0.6340	Spearman: 0.6453
2022-11-23 02:15:03 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 3 after 11000 steps:
                                                           
Epoch:  30%|███       | 3/10 [5:12:59<9:06:21, 4683.02s/it]     
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2022-11-23 02:15:04 - Cosine-Similarity :	Pearson: 0.5828	Spearman: 0.6085
2022-11-23 02:15:04 - Manhattan-Distance:	Pearson: 0.5829	Spearman: 0.5730
2022-11-23 02:15:04 - Euclidean-Distance:	Pearson: 0.5835	Spearman: 0.5720
2022-11-23 02:15:04 - Dot-Product-Similarity:	Pearson: 0.4883	Spearman: 0.5031
2022-11-23 02:15:04 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 3 after 11000 steps:
                                                           
Epoch:  30%|███       | 3/10 [5:12:59<9:06:21, 4683.02s/it]     
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2022-11-23 02:15:04 - Cosine-Similarity :	Pearson: 0.7188	Spearman: 0.7642
2022-11-23 02:15:04 - Manhattan-Distance:	Pearson: 0.7468	Spearman: 0.7391
2022-11-23 02:15:04 - Euclidean-Distance:	Pearson: 0.7464	Spearman: 0.7386
2022-11-23 02:15:04 - Dot-Product-Similarity:	Pearson: 0.5921	Spearman: 0.6213
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2022-11-23 02:17:07 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset after epoch 3:
2022-11-23 02:17:07 - MSE (*100):	0.075922
2022-11-23 02:17:07 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset after epoch 3:
Epoch:  30%|███       | 3/10 [5:15:23<9:06:21, 4683.02s/it]
2022-11-23 02:17:28 - Accuracy src2trg: 91.09
2022-11-23 02:17:28 - Accuracy trg2src: 90.33
2022-11-23 02:17:28 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset after epoch 3:
Epoch:  30%|███       | 3/10 [5:15:24<9:06:21, 4683.02s/it]
2022-11-23 02:17:28 - Cosine-Similarity :	Pearson: 0.6952	Spearman: 0.7357
2022-11-23 02:17:28 - Manhattan-Distance:	Pearson: 0.6998	Spearman: 0.7109
2022-11-23 02:17:28 - Euclidean-Distance:	Pearson: 0.6993	Spearman: 0.7087
2022-11-23 02:17:28 - Dot-Product-Similarity:	Pearson: 0.6337	Spearman: 0.6436
2022-11-23 02:17:28 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset after epoch 3:
Epoch:  30%|███       | 3/10 [5:15:24<9:06:21, 4683.02s/it]
2022-11-23 02:17:29 - Cosine-Similarity :	Pearson: 0.5859	Spearman: 0.6107
2022-11-23 02:17:29 - Manhattan-Distance:	Pearson: 0.5829	Spearman: 0.5732
2022-11-23 02:17:29 - Euclidean-Distance:	Pearson: 0.5839	Spearman: 0.5734
2022-11-23 02:17:29 - Dot-Product-Similarity:	Pearson: 0.4916	Spearman: 0.5074
2022-11-23 02:17:29 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset after epoch 3:
Epoch:  40%|████      | 4/10 [5:15:24<6:25:49, 3858.23s/it]
2022-11-23 02:17:29 - Cosine-Similarity :	Pearson: 0.7201	Spearman: 0.7633
2022-11-23 02:17:29 - Manhattan-Distance:	Pearson: 0.7469	Spearman: 0.7404
2022-11-23 02:17:29 - Euclidean-Distance:	Pearson: 0.7463	Spearman: 0.7403
2022-11-23 02:17:29 - Dot-Product-Similarity:	Pearson: 0.5893	Spearman: 0.6152
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2022-11-23 02:20:49 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 4 after 1000 steps:
2022-11-23 02:20:49 - MSE (*100):	0.075719
2022-11-23 02:20:49 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 4 after 1000 steps:
                                                           
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2022-11-23 02:21:10 - Accuracy src2trg: 91.28
2022-11-23 02:21:10 - Accuracy trg2src: 90.43
2022-11-23 02:21:10 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 4 after 1000 steps:
                                                           
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2022-11-23 02:21:10 - Cosine-Similarity :	Pearson: 0.6995	Spearman: 0.7372
2022-11-23 02:21:10 - Manhattan-Distance:	Pearson: 0.7026	Spearman: 0.7137
2022-11-23 02:21:10 - Euclidean-Distance:	Pearson: 0.7016	Spearman: 0.7113
2022-11-23 02:21:10 - Dot-Product-Similarity:	Pearson: 0.6425	Spearman: 0.6529
2022-11-23 02:21:10 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 4 after 1000 steps:
                                                           
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2022-11-23 02:21:10 - Cosine-Similarity :	Pearson: 0.5875	Spearman: 0.6134
2022-11-23 02:21:10 - Manhattan-Distance:	Pearson: 0.5857	Spearman: 0.5737
2022-11-23 02:21:10 - Euclidean-Distance:	Pearson: 0.5863	Spearman: 0.5739
2022-11-23 02:21:10 - Dot-Product-Similarity:	Pearson: 0.4965	Spearman: 0.5096
2022-11-23 02:21:10 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 4 after 1000 steps:
                                                           
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2022-11-23 02:21:11 - Cosine-Similarity :	Pearson: 0.7221	Spearman: 0.7648
2022-11-23 02:21:11 - Manhattan-Distance:	Pearson: 0.7479	Spearman: 0.7423
2022-11-23 02:21:11 - Euclidean-Distance:	Pearson: 0.7472	Spearman: 0.7414
2022-11-23 02:21:11 - Dot-Product-Similarity:	Pearson: 0.5990	Spearman: 0.6282
2022-11-23 02:21:11 - Save model to output/make-multilingual-en-es-2022-11-22_20-59-30
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Epoch:  40%|████      | 4/10 [5:22:27<6:25:49, 3858.23s/it]    
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2022-11-23 02:24:32 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 4 after 2000 steps:
2022-11-23 02:24:32 - MSE (*100):	0.075551
2022-11-23 02:24:32 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 4 after 2000 steps:
                                                           
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2022-11-23 02:24:53 - Accuracy src2trg: 91.16
2022-11-23 02:24:53 - Accuracy trg2src: 90.41
2022-11-23 02:24:53 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 4 after 2000 steps:
                                                           
Epoch:  40%|████      | 4/10 [5:22:48<6:25:49, 3858.23s/it]    
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2022-11-23 02:24:53 - Cosine-Similarity :	Pearson: 0.6924	Spearman: 0.7350
2022-11-23 02:24:53 - Manhattan-Distance:	Pearson: 0.7018	Spearman: 0.7136
2022-11-23 02:24:53 - Euclidean-Distance:	Pearson: 0.7015	Spearman: 0.7110
2022-11-23 02:24:53 - Dot-Product-Similarity:	Pearson: 0.6318	Spearman: 0.6475
2022-11-23 02:24:53 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 4 after 2000 steps:
                                                           
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2022-11-23 02:24:53 - Cosine-Similarity :	Pearson: 0.5871	Spearman: 0.6149
2022-11-23 02:24:53 - Manhattan-Distance:	Pearson: 0.5882	Spearman: 0.5758
2022-11-23 02:24:53 - Euclidean-Distance:	Pearson: 0.5890	Spearman: 0.5763
2022-11-23 02:24:53 - Dot-Product-Similarity:	Pearson: 0.5018	Spearman: 0.5150
2022-11-23 02:24:53 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 4 after 2000 steps:
                                                           
Epoch:  40%|████      | 4/10 [5:22:49<6:25:49, 3858.23s/it]    
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2022-11-23 02:24:54 - Cosine-Similarity :	Pearson: 0.7206	Spearman: 0.7647
2022-11-23 02:24:54 - Manhattan-Distance:	Pearson: 0.7498	Spearman: 0.7429
2022-11-23 02:24:54 - Euclidean-Distance:	Pearson: 0.7491	Spearman: 0.7432
2022-11-23 02:24:54 - Dot-Product-Similarity:	Pearson: 0.5943	Spearman: 0.6212
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Epoch:  40%|████      | 4/10 [5:26:09<6:25:49, 3858.23s/it]    
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2022-11-23 02:28:14 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 4 after 3000 steps:
2022-11-23 02:28:14 - MSE (*100):	0.075475
2022-11-23 02:28:14 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 4 after 3000 steps:
                                                           
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2022-11-23 02:28:35 - Accuracy src2trg: 91.25
2022-11-23 02:28:35 - Accuracy trg2src: 90.63
2022-11-23 02:28:35 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 4 after 3000 steps:
                                                           
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2022-11-23 02:28:36 - Cosine-Similarity :	Pearson: 0.6966	Spearman: 0.7360
2022-11-23 02:28:36 - Manhattan-Distance:	Pearson: 0.7048	Spearman: 0.7145
2022-11-23 02:28:36 - Euclidean-Distance:	Pearson: 0.7040	Spearman: 0.7142
2022-11-23 02:28:36 - Dot-Product-Similarity:	Pearson: 0.6363	Spearman: 0.6469
2022-11-23 02:28:36 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 4 after 3000 steps:
                                                           
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2022-11-23 02:28:36 - Cosine-Similarity :	Pearson: 0.5870	Spearman: 0.6147
2022-11-23 02:28:36 - Manhattan-Distance:	Pearson: 0.5891	Spearman: 0.5768
2022-11-23 02:28:36 - Euclidean-Distance:	Pearson: 0.5901	Spearman: 0.5786
2022-11-23 02:28:36 - Dot-Product-Similarity:	Pearson: 0.4960	Spearman: 0.5102
2022-11-23 02:28:36 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 4 after 3000 steps:
                                                           
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2022-11-23 02:28:36 - Cosine-Similarity :	Pearson: 0.7206	Spearman: 0.7628
2022-11-23 02:28:36 - Manhattan-Distance:	Pearson: 0.7517	Spearman: 0.7457
2022-11-23 02:28:36 - Euclidean-Distance:	Pearson: 0.7508	Spearman: 0.7441
2022-11-23 02:28:36 - Dot-Product-Similarity:	Pearson: 0.5980	Spearman: 0.6274
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2022-11-23 02:31:56 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 4 after 4000 steps:
2022-11-23 02:31:56 - MSE (*100):	0.075398
2022-11-23 02:31:56 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 4 after 4000 steps:
                                                           
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2022-11-23 02:32:17 - Accuracy src2trg: 91.15
2022-11-23 02:32:17 - Accuracy trg2src: 90.55
2022-11-23 02:32:17 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 4 after 4000 steps:
                                                           
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2022-11-23 02:32:17 - Cosine-Similarity :	Pearson: 0.6953	Spearman: 0.7368
2022-11-23 02:32:17 - Manhattan-Distance:	Pearson: 0.7032	Spearman: 0.7137
2022-11-23 02:32:17 - Euclidean-Distance:	Pearson: 0.7026	Spearman: 0.7131
2022-11-23 02:32:17 - Dot-Product-Similarity:	Pearson: 0.6333	Spearman: 0.6450
2022-11-23 02:32:17 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 4 after 4000 steps:
                                                           
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2022-11-23 02:32:17 - Cosine-Similarity :	Pearson: 0.5932	Spearman: 0.6175
2022-11-23 02:32:17 - Manhattan-Distance:	Pearson: 0.5918	Spearman: 0.5822
2022-11-23 02:32:17 - Euclidean-Distance:	Pearson: 0.5930	Spearman: 0.5844
2022-11-23 02:32:17 - Dot-Product-Similarity:	Pearson: 0.5036	Spearman: 0.5162
2022-11-23 02:32:17 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 4 after 4000 steps:
                                                           
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2022-11-23 02:32:17 - Cosine-Similarity :	Pearson: 0.7240	Spearman: 0.7643
2022-11-23 02:32:17 - Manhattan-Distance:	Pearson: 0.7533	Spearman: 0.7460
2022-11-23 02:32:17 - Euclidean-Distance:	Pearson: 0.7525	Spearman: 0.7443
2022-11-23 02:32:17 - Dot-Product-Similarity:	Pearson: 0.5938	Spearman: 0.6223
2022-11-23 02:32:17 - Save model to output/make-multilingual-en-es-2022-11-22_20-59-30
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Epoch:  40%|████      | 4/10 [5:33:34<6:25:49, 3858.23s/it]    
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2022-11-23 02:35:39 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 4 after 5000 steps:
2022-11-23 02:35:39 - MSE (*100):	0.075229
2022-11-23 02:35:39 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 4 after 5000 steps:
                                                           
Epoch:  40%|████      | 4/10 [5:33:54<6:25:49, 3858.23s/it]    
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Epoch:  40%|████      | 4/10 [5:33:54<6:25:49, 3858.23s/it]    
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2022-11-23 02:35:59 - Accuracy src2trg: 91.35
2022-11-23 02:35:59 - Accuracy trg2src: 90.55
2022-11-23 02:35:59 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 4 after 5000 steps:
                                                           
Epoch:  40%|████      | 4/10 [5:33:55<6:25:49, 3858.23s/it]    
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2022-11-23 02:36:00 - Cosine-Similarity :	Pearson: 0.6989	Spearman: 0.7380
2022-11-23 02:36:00 - Manhattan-Distance:	Pearson: 0.7058	Spearman: 0.7154
2022-11-23 02:36:00 - Euclidean-Distance:	Pearson: 0.7050	Spearman: 0.7142
2022-11-23 02:36:00 - Dot-Product-Similarity:	Pearson: 0.6400	Spearman: 0.6511
2022-11-23 02:36:00 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 4 after 5000 steps:
                                                           
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2022-11-23 02:36:00 - Cosine-Similarity :	Pearson: 0.5918	Spearman: 0.6191
2022-11-23 02:36:00 - Manhattan-Distance:	Pearson: 0.5913	Spearman: 0.5800
2022-11-23 02:36:00 - Euclidean-Distance:	Pearson: 0.5920	Spearman: 0.5778
2022-11-23 02:36:00 - Dot-Product-Similarity:	Pearson: 0.5019	Spearman: 0.5174
2022-11-23 02:36:00 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 4 after 5000 steps:
                                                           
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2022-11-23 02:36:00 - Cosine-Similarity :	Pearson: 0.7243	Spearman: 0.7673
2022-11-23 02:36:00 - Manhattan-Distance:	Pearson: 0.7528	Spearman: 0.7464
2022-11-23 02:36:00 - Euclidean-Distance:	Pearson: 0.7521	Spearman: 0.7463
2022-11-23 02:36:00 - Dot-Product-Similarity:	Pearson: 0.6015	Spearman: 0.6308
2022-11-23 02:36:00 - Save model to output/make-multilingual-en-es-2022-11-22_20-59-30
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2022-11-23 02:39:22 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 4 after 6000 steps:
2022-11-23 02:39:22 - MSE (*100):	0.075293
2022-11-23 02:39:22 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 4 after 6000 steps:
                                                           
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2022-11-23 02:39:42 - Accuracy src2trg: 91.35
2022-11-23 02:39:42 - Accuracy trg2src: 90.63
2022-11-23 02:39:42 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 4 after 6000 steps:
                                                           
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2022-11-23 02:39:43 - Cosine-Similarity :	Pearson: 0.7002	Spearman: 0.7410
2022-11-23 02:39:43 - Manhattan-Distance:	Pearson: 0.7055	Spearman: 0.7160
2022-11-23 02:39:43 - Euclidean-Distance:	Pearson: 0.7047	Spearman: 0.7149
2022-11-23 02:39:43 - Dot-Product-Similarity:	Pearson: 0.6475	Spearman: 0.6615
2022-11-23 02:39:43 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 4 after 6000 steps:
                                                           
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2022-11-23 02:39:43 - Cosine-Similarity :	Pearson: 0.5919	Spearman: 0.6173
2022-11-23 02:39:43 - Manhattan-Distance:	Pearson: 0.5907	Spearman: 0.5796
2022-11-23 02:39:43 - Euclidean-Distance:	Pearson: 0.5914	Spearman: 0.5793
2022-11-23 02:39:43 - Dot-Product-Similarity:	Pearson: 0.5036	Spearman: 0.5201
2022-11-23 02:39:43 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 4 after 6000 steps:
                                                           
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2022-11-23 02:39:43 - Cosine-Similarity :	Pearson: 0.7240	Spearman: 0.7664
2022-11-23 02:39:43 - Manhattan-Distance:	Pearson: 0.7518	Spearman: 0.7465
2022-11-23 02:39:43 - Euclidean-Distance:	Pearson: 0.7510	Spearman: 0.7451
2022-11-23 02:39:43 - Dot-Product-Similarity:	Pearson: 0.6010	Spearman: 0.6302
2022-11-23 02:39:43 - Save model to output/make-multilingual-en-es-2022-11-22_20-59-30
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Epoch:  40%|████      | 4/10 [5:41:00<6:25:49, 3858.23s/it]    
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2022-11-23 02:43:05 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 4 after 7000 steps:
2022-11-23 02:43:05 - MSE (*100):	0.075227
2022-11-23 02:43:05 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 4 after 7000 steps:
                                                           
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2022-11-23 02:43:25 - Accuracy src2trg: 91.39
2022-11-23 02:43:25 - Accuracy trg2src: 90.53
2022-11-23 02:43:25 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 4 after 7000 steps:
                                                           
Epoch:  40%|████      | 4/10 [5:41:21<6:25:49, 3858.23s/it]    
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2022-11-23 02:43:26 - Cosine-Similarity :	Pearson: 0.7007	Spearman: 0.7382
2022-11-23 02:43:26 - Manhattan-Distance:	Pearson: 0.7068	Spearman: 0.7167
2022-11-23 02:43:26 - Euclidean-Distance:	Pearson: 0.7064	Spearman: 0.7176
2022-11-23 02:43:26 - Dot-Product-Similarity:	Pearson: 0.6413	Spearman: 0.6520
2022-11-23 02:43:26 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 4 after 7000 steps:
                                                           
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2022-11-23 02:43:26 - Cosine-Similarity :	Pearson: 0.5942	Spearman: 0.6164
2022-11-23 02:43:26 - Manhattan-Distance:	Pearson: 0.5938	Spearman: 0.5837
2022-11-23 02:43:26 - Euclidean-Distance:	Pearson: 0.5949	Spearman: 0.5834
2022-11-23 02:43:26 - Dot-Product-Similarity:	Pearson: 0.5003	Spearman: 0.5179
2022-11-23 02:43:26 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 4 after 7000 steps:
                                                           
Epoch:  40%|████      | 4/10 [5:41:21<6:25:49, 3858.23s/it]    
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2022-11-23 02:43:26 - Cosine-Similarity :	Pearson: 0.7265	Spearman: 0.7679
2022-11-23 02:43:26 - Manhattan-Distance:	Pearson: 0.7541	Spearman: 0.7473
2022-11-23 02:43:26 - Euclidean-Distance:	Pearson: 0.7532	Spearman: 0.7471
2022-11-23 02:43:26 - Dot-Product-Similarity:	Pearson: 0.6063	Spearman: 0.6342
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Epoch:  40%|████      | 4/10 [5:44:42<6:25:49, 3858.23s/it]    
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2022-11-23 02:46:47 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 4 after 8000 steps:
2022-11-23 02:46:47 - MSE (*100):	0.075157
2022-11-23 02:46:47 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 4 after 8000 steps:
                                                           
Epoch:  40%|████      | 4/10 [5:45:03<6:25:49, 3858.23s/it]    
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Epoch:  40%|████      | 4/10 [5:45:03<6:25:49, 3858.23s/it]    
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2022-11-23 02:47:08 - Accuracy src2trg: 91.49
2022-11-23 02:47:08 - Accuracy trg2src: 90.69
2022-11-23 02:47:08 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 4 after 8000 steps:
                                                           
Epoch:  40%|████      | 4/10 [5:45:04<6:25:49, 3858.23s/it]    
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2022-11-23 02:47:09 - Cosine-Similarity :	Pearson: 0.7014	Spearman: 0.7401
2022-11-23 02:47:09 - Manhattan-Distance:	Pearson: 0.7070	Spearman: 0.7161
2022-11-23 02:47:09 - Euclidean-Distance:	Pearson: 0.7062	Spearman: 0.7164
2022-11-23 02:47:09 - Dot-Product-Similarity:	Pearson: 0.6412	Spearman: 0.6522
2022-11-23 02:47:09 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 4 after 8000 steps:
                                                           
Epoch:  40%|████      | 4/10 [5:45:04<6:25:49, 3858.23s/it]    
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2022-11-23 02:47:09 - Cosine-Similarity :	Pearson: 0.5923	Spearman: 0.6155
2022-11-23 02:47:09 - Manhattan-Distance:	Pearson: 0.5894	Spearman: 0.5779
2022-11-23 02:47:09 - Euclidean-Distance:	Pearson: 0.5903	Spearman: 0.5801
2022-11-23 02:47:09 - Dot-Product-Similarity:	Pearson: 0.5049	Spearman: 0.5213
2022-11-23 02:47:09 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 4 after 8000 steps:
                                                           
Epoch:  40%|████      | 4/10 [5:45:04<6:25:49, 3858.23s/it]    
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Epoch:  40%|████      | 4/10 [5:45:04<6:25:49, 3858.23s/it]    
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2022-11-23 02:47:09 - Cosine-Similarity :	Pearson: 0.7251	Spearman: 0.7673
2022-11-23 02:47:09 - Manhattan-Distance:	Pearson: 0.7531	Spearman: 0.7478
2022-11-23 02:47:09 - Euclidean-Distance:	Pearson: 0.7524	Spearman: 0.7467
2022-11-23 02:47:09 - Dot-Product-Similarity:	Pearson: 0.6014	Spearman: 0.6301
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                                                           t/s]
Epoch:  40%|████      | 4/10 [5:48:25<6:25:49, 3858.23s/it]    
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Epoch:  40%|████      | 4/10 [5:48:25<6:25:49, 3858.23s/it]    
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2022-11-23 02:50:30 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 4 after 9000 steps:
2022-11-23 02:50:30 - MSE (*100):	0.075103
2022-11-23 02:50:30 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 4 after 9000 steps:
                                                           
Epoch:  40%|████      | 4/10 [5:48:46<6:25:49, 3858.23s/it]    
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Epoch:  40%|████      | 4/10 [5:48:46<6:25:49, 3858.23s/it]    
Iteration:  78%|███████▊  | 8999/11591 [33:21<08:21,  5.17it/s]
2022-11-23 02:50:51 - Accuracy src2trg: 91.40
2022-11-23 02:50:51 - Accuracy trg2src: 90.71
2022-11-23 02:50:51 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 4 after 9000 steps:
                                                           
Epoch:  40%|████      | 4/10 [5:48:46<6:25:49, 3858.23s/it]    
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2022-11-23 02:50:51 - Cosine-Similarity :	Pearson: 0.6996	Spearman: 0.7402
2022-11-23 02:50:51 - Manhattan-Distance:	Pearson: 0.7054	Spearman: 0.7166
2022-11-23 02:50:51 - Euclidean-Distance:	Pearson: 0.7045	Spearman: 0.7159
2022-11-23 02:50:51 - Dot-Product-Similarity:	Pearson: 0.6429	Spearman: 0.6516
2022-11-23 02:50:51 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 4 after 9000 steps:
                                                           
Epoch:  40%|████      | 4/10 [5:48:46<6:25:49, 3858.23s/it]    
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2022-11-23 02:50:51 - Cosine-Similarity :	Pearson: 0.5870	Spearman: 0.6123
2022-11-23 02:50:51 - Manhattan-Distance:	Pearson: 0.5885	Spearman: 0.5770
2022-11-23 02:50:51 - Euclidean-Distance:	Pearson: 0.5892	Spearman: 0.5771
2022-11-23 02:50:51 - Dot-Product-Similarity:	Pearson: 0.4994	Spearman: 0.5122
2022-11-23 02:50:51 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 4 after 9000 steps:
                                                           
Epoch:  40%|████      | 4/10 [5:48:46<6:25:49, 3858.23s/it]    
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Epoch:  40%|████      | 4/10 [5:48:46<6:25:49, 3858.23s/it]    
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2022-11-23 02:50:51 - Cosine-Similarity :	Pearson: 0.7252	Spearman: 0.7702
2022-11-23 02:50:51 - Manhattan-Distance:	Pearson: 0.7523	Spearman: 0.7469
2022-11-23 02:50:51 - Euclidean-Distance:	Pearson: 0.7514	Spearman: 0.7460
2022-11-23 02:50:51 - Dot-Product-Similarity:	Pearson: 0.6053	Spearman: 0.6340
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Epoch:  40%|████      | 4/10 [5:52:07<6:25:49, 3858.23s/it]    
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2022-11-23 02:54:12 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 4 after 10000 steps:
2022-11-23 02:54:12 - MSE (*100):	0.074965
2022-11-23 02:54:12 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 4 after 10000 steps:
                                                           
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2022-11-23 02:54:32 - Accuracy src2trg: 91.41
2022-11-23 02:54:32 - Accuracy trg2src: 90.74
2022-11-23 02:54:32 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 4 after 10000 steps:
                                                           
Epoch:  40%|████      | 4/10 [5:52:28<6:25:49, 3858.23s/it]    
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2022-11-23 02:54:33 - Cosine-Similarity :	Pearson: 0.7006	Spearman: 0.7411
2022-11-23 02:54:33 - Manhattan-Distance:	Pearson: 0.7092	Spearman: 0.7204
2022-11-23 02:54:33 - Euclidean-Distance:	Pearson: 0.7083	Spearman: 0.7195
2022-11-23 02:54:33 - Dot-Product-Similarity:	Pearson: 0.6423	Spearman: 0.6552
2022-11-23 02:54:33 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 4 after 10000 steps:
                                                           
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2022-11-23 02:54:33 - Cosine-Similarity :	Pearson: 0.5934	Spearman: 0.6175
2022-11-23 02:54:33 - Manhattan-Distance:	Pearson: 0.5930	Spearman: 0.5832
2022-11-23 02:54:33 - Euclidean-Distance:	Pearson: 0.5939	Spearman: 0.5828
2022-11-23 02:54:33 - Dot-Product-Similarity:	Pearson: 0.5077	Spearman: 0.5206
2022-11-23 02:54:33 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 4 after 10000 steps:
                                                           
Epoch:  40%|████      | 4/10 [5:52:28<6:25:49, 3858.23s/it]    
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2022-11-23 02:54:33 - Cosine-Similarity :	Pearson: 0.7252	Spearman: 0.7677
2022-11-23 02:54:33 - Manhattan-Distance:	Pearson: 0.7542	Spearman: 0.7469
2022-11-23 02:54:33 - Euclidean-Distance:	Pearson: 0.7535	Spearman: 0.7460
2022-11-23 02:54:33 - Dot-Product-Similarity:	Pearson: 0.5992	Spearman: 0.6279
2022-11-23 02:54:33 - Save model to output/make-multilingual-en-es-2022-11-22_20-59-30
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Epoch:  40%|████      | 4/10 [5:55:49<6:25:49, 3858.23s/it]     
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2022-11-23 02:57:54 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 4 after 11000 steps:
2022-11-23 02:57:54 - MSE (*100):	0.074778
2022-11-23 02:57:54 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 4 after 11000 steps:
                                                           
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2022-11-23 02:58:14 - Accuracy src2trg: 91.36
2022-11-23 02:58:14 - Accuracy trg2src: 90.65
2022-11-23 02:58:15 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 4 after 11000 steps:
                                                           
Epoch:  40%|████      | 4/10 [5:56:10<6:25:49, 3858.23s/it]     
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2022-11-23 02:58:15 - Cosine-Similarity :	Pearson: 0.6983	Spearman: 0.7398
2022-11-23 02:58:15 - Manhattan-Distance:	Pearson: 0.7062	Spearman: 0.7179
2022-11-23 02:58:15 - Euclidean-Distance:	Pearson: 0.7053	Spearman: 0.7163
2022-11-23 02:58:15 - Dot-Product-Similarity:	Pearson: 0.6469	Spearman: 0.6545
2022-11-23 02:58:15 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 4 after 11000 steps:
                                                           
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2022-11-23 02:58:15 - Cosine-Similarity :	Pearson: 0.5883	Spearman: 0.6155
2022-11-23 02:58:15 - Manhattan-Distance:	Pearson: 0.5908	Spearman: 0.5806
2022-11-23 02:58:15 - Euclidean-Distance:	Pearson: 0.5919	Spearman: 0.5796
2022-11-23 02:58:15 - Dot-Product-Similarity:	Pearson: 0.5024	Spearman: 0.5173
2022-11-23 02:58:15 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 4 after 11000 steps:
                                                           
Epoch:  40%|████      | 4/10 [5:56:10<6:25:49, 3858.23s/it]     
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2022-11-23 02:58:15 - Cosine-Similarity :	Pearson: 0.7248	Spearman: 0.7666
2022-11-23 02:58:15 - Manhattan-Distance:	Pearson: 0.7523	Spearman: 0.7454
2022-11-23 02:58:15 - Euclidean-Distance:	Pearson: 0.7516	Spearman: 0.7464
2022-11-23 02:58:15 - Dot-Product-Similarity:	Pearson: 0.6099	Spearman: 0.6406
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Epoch:  40%|████      | 4/10 [5:58:12<6:25:49, 3858.23s/it]
2022-11-23 03:00:17 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset after epoch 4:
2022-11-23 03:00:17 - MSE (*100):	0.074851
2022-11-23 03:00:17 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset after epoch 4:
Epoch:  40%|████      | 4/10 [5:58:33<6:25:49, 3858.23s/it]
2022-11-23 03:00:38 - Accuracy src2trg: 91.48
2022-11-23 03:00:38 - Accuracy trg2src: 90.88
2022-11-23 03:00:38 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset after epoch 4:
Epoch:  40%|████      | 4/10 [5:58:33<6:25:49, 3858.23s/it]
2022-11-23 03:00:38 - Cosine-Similarity :	Pearson: 0.6987	Spearman: 0.7399
2022-11-23 03:00:38 - Manhattan-Distance:	Pearson: 0.7079	Spearman: 0.7199
2022-11-23 03:00:38 - Euclidean-Distance:	Pearson: 0.7067	Spearman: 0.7187
2022-11-23 03:00:38 - Dot-Product-Similarity:	Pearson: 0.6356	Spearman: 0.6474
2022-11-23 03:00:38 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset after epoch 4:
Epoch:  40%|████      | 4/10 [5:58:34<6:25:49, 3858.23s/it]
2022-11-23 03:00:38 - Cosine-Similarity :	Pearson: 0.5877	Spearman: 0.6124
2022-11-23 03:00:38 - Manhattan-Distance:	Pearson: 0.5865	Spearman: 0.5758
2022-11-23 03:00:38 - Euclidean-Distance:	Pearson: 0.5872	Spearman: 0.5761
2022-11-23 03:00:38 - Dot-Product-Similarity:	Pearson: 0.5004	Spearman: 0.5172
2022-11-23 03:00:38 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset after epoch 4:
Epoch:  50%|█████     | 5/10 [5:58:34<4:43:24, 3400.82s/it]
2022-11-23 03:00:39 - Cosine-Similarity :	Pearson: 0.7245	Spearman: 0.7694
2022-11-23 03:00:39 - Manhattan-Distance:	Pearson: 0.7536	Spearman: 0.7491
2022-11-23 03:00:39 - Euclidean-Distance:	Pearson: 0.7529	Spearman: 0.7487
2022-11-23 03:00:39 - Dot-Product-Similarity:	Pearson: 0.6002	Spearman: 0.6296
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2022-11-23 03:03:59 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 5 after 1000 steps:
2022-11-23 03:03:59 - MSE (*100):	0.074833
2022-11-23 03:03:59 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 5 after 1000 steps:
                                                           
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2022-11-23 03:04:20 - Accuracy src2trg: 91.41
2022-11-23 03:04:20 - Accuracy trg2src: 90.77
2022-11-23 03:04:20 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 5 after 1000 steps:
                                                           
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2022-11-23 03:04:21 - Cosine-Similarity :	Pearson: 0.7025	Spearman: 0.7425
2022-11-23 03:04:21 - Manhattan-Distance:	Pearson: 0.7082	Spearman: 0.7205
2022-11-23 03:04:21 - Euclidean-Distance:	Pearson: 0.7071	Spearman: 0.7186
2022-11-23 03:04:21 - Dot-Product-Similarity:	Pearson: 0.6509	Spearman: 0.6650
2022-11-23 03:04:21 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 5 after 1000 steps:
                                                           
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2022-11-23 03:04:21 - Cosine-Similarity :	Pearson: 0.5937	Spearman: 0.6206
2022-11-23 03:04:21 - Manhattan-Distance:	Pearson: 0.5918	Spearman: 0.5818
2022-11-23 03:04:21 - Euclidean-Distance:	Pearson: 0.5926	Spearman: 0.5829
2022-11-23 03:04:21 - Dot-Product-Similarity:	Pearson: 0.5097	Spearman: 0.5276
2022-11-23 03:04:21 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 5 after 1000 steps:
                                                           
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2022-11-23 03:04:21 - Cosine-Similarity :	Pearson: 0.7271	Spearman: 0.7706
2022-11-23 03:04:21 - Manhattan-Distance:	Pearson: 0.7533	Spearman: 0.7493
2022-11-23 03:04:21 - Euclidean-Distance:	Pearson: 0.7530	Spearman: 0.7486
2022-11-23 03:04:21 - Dot-Product-Similarity:	Pearson: 0.6125	Spearman: 0.6430
2022-11-23 03:04:21 - Save model to output/make-multilingual-en-es-2022-11-22_20-59-30
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2022-11-23 03:07:42 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 5 after 2000 steps:
2022-11-23 03:07:42 - MSE (*100):	0.074692
2022-11-23 03:07:42 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 5 after 2000 steps:
                                                           
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2022-11-23 03:08:03 - Accuracy src2trg: 91.45
2022-11-23 03:08:03 - Accuracy trg2src: 90.77
2022-11-23 03:08:03 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 5 after 2000 steps:
                                                           
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2022-11-23 03:08:03 - Cosine-Similarity :	Pearson: 0.7051	Spearman: 0.7454
2022-11-23 03:08:03 - Manhattan-Distance:	Pearson: 0.7099	Spearman: 0.7207
2022-11-23 03:08:03 - Euclidean-Distance:	Pearson: 0.7088	Spearman: 0.7203
2022-11-23 03:08:03 - Dot-Product-Similarity:	Pearson: 0.6542	Spearman: 0.6673
2022-11-23 03:08:03 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 5 after 2000 steps:
                                                           
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2022-11-23 03:08:03 - Cosine-Similarity :	Pearson: 0.5953	Spearman: 0.6221
2022-11-23 03:08:03 - Manhattan-Distance:	Pearson: 0.5929	Spearman: 0.5821
2022-11-23 03:08:03 - Euclidean-Distance:	Pearson: 0.5940	Spearman: 0.5819
2022-11-23 03:08:03 - Dot-Product-Similarity:	Pearson: 0.5072	Spearman: 0.5232
2022-11-23 03:08:03 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 5 after 2000 steps:
                                                           
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2022-11-23 03:08:04 - Cosine-Similarity :	Pearson: 0.7276	Spearman: 0.7714
2022-11-23 03:08:04 - Manhattan-Distance:	Pearson: 0.7534	Spearman: 0.7485
2022-11-23 03:08:04 - Euclidean-Distance:	Pearson: 0.7526	Spearman: 0.7478
2022-11-23 03:08:04 - Dot-Product-Similarity:	Pearson: 0.6063	Spearman: 0.6364
2022-11-23 03:08:04 - Save model to output/make-multilingual-en-es-2022-11-22_20-59-30
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2022-11-23 03:11:25 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 5 after 3000 steps:
2022-11-23 03:11:25 - MSE (*100):	0.074659
2022-11-23 03:11:25 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 5 after 3000 steps:
                                                           
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2022-11-23 03:11:46 - Accuracy src2trg: 91.53
2022-11-23 03:11:46 - Accuracy trg2src: 90.81
2022-11-23 03:11:46 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 5 after 3000 steps:
                                                           
Epoch:  50%|█████     | 5/10 [6:09:41<4:43:24, 3400.82s/it]    
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2022-11-23 03:11:46 - Cosine-Similarity :	Pearson: 0.7036	Spearman: 0.7425
2022-11-23 03:11:46 - Manhattan-Distance:	Pearson: 0.7086	Spearman: 0.7184
2022-11-23 03:11:46 - Euclidean-Distance:	Pearson: 0.7075	Spearman: 0.7173
2022-11-23 03:11:46 - Dot-Product-Similarity:	Pearson: 0.6432	Spearman: 0.6596
2022-11-23 03:11:46 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 5 after 3000 steps:
                                                           
Epoch:  50%|█████     | 5/10 [6:09:41<4:43:24, 3400.82s/it]    
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2022-11-23 03:11:46 - Cosine-Similarity :	Pearson: 0.5956	Spearman: 0.6253
2022-11-23 03:11:46 - Manhattan-Distance:	Pearson: 0.5940	Spearman: 0.5844
2022-11-23 03:11:46 - Euclidean-Distance:	Pearson: 0.5946	Spearman: 0.5850
2022-11-23 03:11:46 - Dot-Product-Similarity:	Pearson: 0.5080	Spearman: 0.5239
2022-11-23 03:11:46 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 5 after 3000 steps:
                                                           
Epoch:  50%|█████     | 5/10 [6:09:42<4:43:24, 3400.82s/it]    
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Epoch:  50%|█████     | 5/10 [6:09:42<4:43:24, 3400.82s/it]    
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2022-11-23 03:11:47 - Cosine-Similarity :	Pearson: 0.7280	Spearman: 0.7693
2022-11-23 03:11:47 - Manhattan-Distance:	Pearson: 0.7546	Spearman: 0.7499
2022-11-23 03:11:47 - Euclidean-Distance:	Pearson: 0.7537	Spearman: 0.7485
2022-11-23 03:11:47 - Dot-Product-Similarity:	Pearson: 0.6014	Spearman: 0.6300
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Epoch:  50%|█████     | 5/10 [6:13:03<4:43:24, 3400.82s/it]    
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2022-11-23 03:15:08 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 5 after 4000 steps:
2022-11-23 03:15:08 - MSE (*100):	0.074424
2022-11-23 03:15:08 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 5 after 4000 steps:
                                                           
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2022-11-23 03:15:28 - Accuracy src2trg: 91.56
2022-11-23 03:15:28 - Accuracy trg2src: 90.89
2022-11-23 03:15:28 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 5 after 4000 steps:
                                                           
Epoch:  50%|█████     | 5/10 [6:13:24<4:43:24, 3400.82s/it]    
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2022-11-23 03:15:29 - Cosine-Similarity :	Pearson: 0.7041	Spearman: 0.7429
2022-11-23 03:15:29 - Manhattan-Distance:	Pearson: 0.7112	Spearman: 0.7236
2022-11-23 03:15:29 - Euclidean-Distance:	Pearson: 0.7103	Spearman: 0.7211
2022-11-23 03:15:29 - Dot-Product-Similarity:	Pearson: 0.6492	Spearman: 0.6620
2022-11-23 03:15:29 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 5 after 4000 steps:
                                                           
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2022-11-23 03:15:29 - Cosine-Similarity :	Pearson: 0.5968	Spearman: 0.6237
2022-11-23 03:15:29 - Manhattan-Distance:	Pearson: 0.5966	Spearman: 0.5884
2022-11-23 03:15:29 - Euclidean-Distance:	Pearson: 0.5970	Spearman: 0.5896
2022-11-23 03:15:29 - Dot-Product-Similarity:	Pearson: 0.5163	Spearman: 0.5304
2022-11-23 03:15:29 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 5 after 4000 steps:
                                                           
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2022-11-23 03:15:29 - Cosine-Similarity :	Pearson: 0.7245	Spearman: 0.7670
2022-11-23 03:15:29 - Manhattan-Distance:	Pearson: 0.7543	Spearman: 0.7475
2022-11-23 03:15:29 - Euclidean-Distance:	Pearson: 0.7533	Spearman: 0.7466
2022-11-23 03:15:29 - Dot-Product-Similarity:	Pearson: 0.6044	Spearman: 0.6345
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2022-11-23 03:18:49 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 5 after 5000 steps:
2022-11-23 03:18:49 - MSE (*100):	0.074429
2022-11-23 03:18:49 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 5 after 5000 steps:
                                                           
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2022-11-23 03:19:10 - Accuracy src2trg: 91.69
2022-11-23 03:19:10 - Accuracy trg2src: 90.92
2022-11-23 03:19:10 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 5 after 5000 steps:
                                                           
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2022-11-23 03:19:10 - Cosine-Similarity :	Pearson: 0.7092	Spearman: 0.7480
2022-11-23 03:19:10 - Manhattan-Distance:	Pearson: 0.7164	Spearman: 0.7278
2022-11-23 03:19:10 - Euclidean-Distance:	Pearson: 0.7153	Spearman: 0.7258
2022-11-23 03:19:10 - Dot-Product-Similarity:	Pearson: 0.6524	Spearman: 0.6632
2022-11-23 03:19:10 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 5 after 5000 steps:
                                                           
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2022-11-23 03:19:10 - Cosine-Similarity :	Pearson: 0.5998	Spearman: 0.6287
2022-11-23 03:19:10 - Manhattan-Distance:	Pearson: 0.5999	Spearman: 0.5901
2022-11-23 03:19:10 - Euclidean-Distance:	Pearson: 0.6010	Spearman: 0.5923
2022-11-23 03:19:10 - Dot-Product-Similarity:	Pearson: 0.5077	Spearman: 0.5160
2022-11-23 03:19:10 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 5 after 5000 steps:
                                                           
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2022-11-23 03:19:11 - Cosine-Similarity :	Pearson: 0.7307	Spearman: 0.7730
2022-11-23 03:19:11 - Manhattan-Distance:	Pearson: 0.7581	Spearman: 0.7520
2022-11-23 03:19:11 - Euclidean-Distance:	Pearson: 0.7572	Spearman: 0.7520
2022-11-23 03:19:11 - Dot-Product-Similarity:	Pearson: 0.6057	Spearman: 0.6377
2022-11-23 03:19:11 - Save model to output/make-multilingual-en-es-2022-11-22_20-59-30
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Epoch:  50%|█████     | 5/10 [6:20:26<4:43:24, 3400.82s/it]    
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2022-11-23 03:22:31 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 5 after 6000 steps:
2022-11-23 03:22:31 - MSE (*100):	0.074310
2022-11-23 03:22:31 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 5 after 6000 steps:
                                                           
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2022-11-23 03:22:52 - Accuracy src2trg: 91.53
2022-11-23 03:22:52 - Accuracy trg2src: 90.90
2022-11-23 03:22:52 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 5 after 6000 steps:
                                                           
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2022-11-23 03:22:52 - Cosine-Similarity :	Pearson: 0.7013	Spearman: 0.7410
2022-11-23 03:22:52 - Manhattan-Distance:	Pearson: 0.7082	Spearman: 0.7193
2022-11-23 03:22:52 - Euclidean-Distance:	Pearson: 0.7071	Spearman: 0.7174
2022-11-23 03:22:52 - Dot-Product-Similarity:	Pearson: 0.6482	Spearman: 0.6577
2022-11-23 03:22:52 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 5 after 6000 steps:
                                                           
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2022-11-23 03:22:53 - Cosine-Similarity :	Pearson: 0.5954	Spearman: 0.6209
2022-11-23 03:22:53 - Manhattan-Distance:	Pearson: 0.5959	Spearman: 0.5862
2022-11-23 03:22:53 - Euclidean-Distance:	Pearson: 0.5970	Spearman: 0.5878
2022-11-23 03:22:53 - Dot-Product-Similarity:	Pearson: 0.5106	Spearman: 0.5298
2022-11-23 03:22:53 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 5 after 6000 steps:
                                                           
Epoch:  50%|█████     | 5/10 [6:20:48<4:43:24, 3400.82s/it]    
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2022-11-23 03:22:53 - Cosine-Similarity :	Pearson: 0.7274	Spearman: 0.7670
2022-11-23 03:22:53 - Manhattan-Distance:	Pearson: 0.7532	Spearman: 0.7467
2022-11-23 03:22:53 - Euclidean-Distance:	Pearson: 0.7524	Spearman: 0.7452
2022-11-23 03:22:53 - Dot-Product-Similarity:	Pearson: 0.6124	Spearman: 0.6410
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Epoch:  50%|█████     | 5/10 [6:24:09<4:43:24, 3400.82s/it]    
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2022-11-23 03:26:14 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 5 after 7000 steps:
2022-11-23 03:26:14 - MSE (*100):	0.074234
2022-11-23 03:26:14 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 5 after 7000 steps:
                                                           
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2022-11-23 03:26:34 - Accuracy src2trg: 91.56
2022-11-23 03:26:34 - Accuracy trg2src: 90.98
2022-11-23 03:26:34 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 5 after 7000 steps:
                                                           
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2022-11-23 03:26:35 - Cosine-Similarity :	Pearson: 0.7056	Spearman: 0.7470
2022-11-23 03:26:35 - Manhattan-Distance:	Pearson: 0.7131	Spearman: 0.7270
2022-11-23 03:26:35 - Euclidean-Distance:	Pearson: 0.7121	Spearman: 0.7253
2022-11-23 03:26:35 - Dot-Product-Similarity:	Pearson: 0.6539	Spearman: 0.6663
2022-11-23 03:26:35 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 5 after 7000 steps:
                                                           
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2022-11-23 03:26:35 - Cosine-Similarity :	Pearson: 0.5968	Spearman: 0.6244
2022-11-23 03:26:35 - Manhattan-Distance:	Pearson: 0.5979	Spearman: 0.5880
2022-11-23 03:26:35 - Euclidean-Distance:	Pearson: 0.5994	Spearman: 0.5889
2022-11-23 03:26:35 - Dot-Product-Similarity:	Pearson: 0.5121	Spearman: 0.5280
2022-11-23 03:26:35 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 5 after 7000 steps:
                                                           
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2022-11-23 03:26:35 - Cosine-Similarity :	Pearson: 0.7297	Spearman: 0.7726
2022-11-23 03:26:35 - Manhattan-Distance:	Pearson: 0.7569	Spearman: 0.7521
2022-11-23 03:26:35 - Euclidean-Distance:	Pearson: 0.7560	Spearman: 0.7530
2022-11-23 03:26:35 - Dot-Product-Similarity:	Pearson: 0.6124	Spearman: 0.6412
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Epoch:  50%|█████     | 5/10 [6:27:51<4:43:24, 3400.82s/it]    
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2022-11-23 03:29:56 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 5 after 8000 steps:
2022-11-23 03:29:56 - MSE (*100):	0.074328
2022-11-23 03:29:56 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 5 after 8000 steps:
                                                           
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Epoch:  50%|█████     | 5/10 [6:28:12<4:43:24, 3400.82s/it]    
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2022-11-23 03:30:17 - Accuracy src2trg: 91.64
2022-11-23 03:30:17 - Accuracy trg2src: 90.91
2022-11-23 03:30:17 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 5 after 8000 steps:
                                                           
Epoch:  50%|█████     | 5/10 [6:28:12<4:43:24, 3400.82s/it]    
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2022-11-23 03:30:17 - Cosine-Similarity :	Pearson: 0.7004	Spearman: 0.7415
2022-11-23 03:30:17 - Manhattan-Distance:	Pearson: 0.7122	Spearman: 0.7234
2022-11-23 03:30:17 - Euclidean-Distance:	Pearson: 0.7111	Spearman: 0.7220
2022-11-23 03:30:17 - Dot-Product-Similarity:	Pearson: 0.6409	Spearman: 0.6538
2022-11-23 03:30:17 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 5 after 8000 steps:
                                                           
Epoch:  50%|█████     | 5/10 [6:28:12<4:43:24, 3400.82s/it]    
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2022-11-23 03:30:17 - Cosine-Similarity :	Pearson: 0.5915	Spearman: 0.6198
2022-11-23 03:30:17 - Manhattan-Distance:	Pearson: 0.5933	Spearman: 0.5831
2022-11-23 03:30:17 - Euclidean-Distance:	Pearson: 0.5944	Spearman: 0.5836
2022-11-23 03:30:17 - Dot-Product-Similarity:	Pearson: 0.5127	Spearman: 0.5272
2022-11-23 03:30:17 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 5 after 8000 steps:
                                                           
Epoch:  50%|█████     | 5/10 [6:28:13<4:43:24, 3400.82s/it]    
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Epoch:  50%|█████     | 5/10 [6:28:13<4:43:24, 3400.82s/it]    
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2022-11-23 03:30:17 - Cosine-Similarity :	Pearson: 0.7265	Spearman: 0.7689
2022-11-23 03:30:17 - Manhattan-Distance:	Pearson: 0.7554	Spearman: 0.7503
2022-11-23 03:30:17 - Euclidean-Distance:	Pearson: 0.7545	Spearman: 0.7486
2022-11-23 03:30:17 - Dot-Product-Similarity:	Pearson: 0.6056	Spearman: 0.6346
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Epoch:  50%|█████     | 5/10 [6:31:34<4:43:24, 3400.82s/it]    
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2022-11-23 03:33:39 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 5 after 9000 steps:
2022-11-23 03:33:39 - MSE (*100):	0.074192
2022-11-23 03:33:39 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 5 after 9000 steps:
                                                           
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Epoch:  50%|█████     | 5/10 [6:31:54<4:43:24, 3400.82s/it]    
Iteration:  78%|███████▊  | 8999/11591 [33:20<08:12,  5.26it/s]
2022-11-23 03:33:59 - Accuracy src2trg: 91.68
2022-11-23 03:33:59 - Accuracy trg2src: 90.99
2022-11-23 03:33:59 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 5 after 9000 steps:
                                                           
Epoch:  50%|█████     | 5/10 [6:31:55<4:43:24, 3400.82s/it]    
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Iteration:  78%|███████▊  | 8999/11591 [33:20<08:12,  5.26it/s]
2022-11-23 03:34:00 - Cosine-Similarity :	Pearson: 0.7043	Spearman: 0.7439
2022-11-23 03:34:00 - Manhattan-Distance:	Pearson: 0.7129	Spearman: 0.7246
2022-11-23 03:34:00 - Euclidean-Distance:	Pearson: 0.7119	Spearman: 0.7225
2022-11-23 03:34:00 - Dot-Product-Similarity:	Pearson: 0.6501	Spearman: 0.6596
2022-11-23 03:34:00 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 5 after 9000 steps:
                                                           
Epoch:  50%|█████     | 5/10 [6:31:55<4:43:24, 3400.82s/it]    
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2022-11-23 03:34:00 - Cosine-Similarity :	Pearson: 0.5950	Spearman: 0.6218
2022-11-23 03:34:00 - Manhattan-Distance:	Pearson: 0.5946	Spearman: 0.5853
2022-11-23 03:34:00 - Euclidean-Distance:	Pearson: 0.5957	Spearman: 0.5855
2022-11-23 03:34:00 - Dot-Product-Similarity:	Pearson: 0.5080	Spearman: 0.5253
2022-11-23 03:34:00 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 5 after 9000 steps:
                                                           
Epoch:  50%|█████     | 5/10 [6:31:55<4:43:24, 3400.82s/it]    
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2022-11-23 03:34:00 - Cosine-Similarity :	Pearson: 0.7282	Spearman: 0.7690
2022-11-23 03:34:00 - Manhattan-Distance:	Pearson: 0.7561	Spearman: 0.7510
2022-11-23 03:34:00 - Euclidean-Distance:	Pearson: 0.7551	Spearman: 0.7499
2022-11-23 03:34:00 - Dot-Product-Similarity:	Pearson: 0.6150	Spearman: 0.6436
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                                                           t/s]
Epoch:  50%|█████     | 5/10 [6:35:15<4:43:24, 3400.82s/it]    
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2022-11-23 03:37:20 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 5 after 10000 steps:
2022-11-23 03:37:20 - MSE (*100):	0.074135
2022-11-23 03:37:20 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 5 after 10000 steps:
                                                           
Epoch:  50%|█████     | 5/10 [6:35:36<4:43:24, 3400.82s/it]    
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Epoch:  50%|█████     | 5/10 [6:35:36<4:43:24, 3400.82s/it]    
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Epoch:  50%|█████     | 5/10 [6:35:36<4:43:24, 3400.82s/it]    
Iteration:  86%|████████▋ | 9999/11591 [37:02<04:57,  5.35it/s]
2022-11-23 03:37:41 - Accuracy src2trg: 91.71
2022-11-23 03:37:41 - Accuracy trg2src: 91.00
2022-11-23 03:37:41 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 5 after 10000 steps:
                                                           
Epoch:  50%|█████     | 5/10 [6:35:36<4:43:24, 3400.82s/it]    
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Epoch:  50%|█████     | 5/10 [6:35:36<4:43:24, 3400.82s/it]    
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Epoch:  50%|█████     | 5/10 [6:35:36<4:43:24, 3400.82s/it]    
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Epoch:  50%|█████     | 5/10 [6:35:36<4:43:24, 3400.82s/it]    
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Epoch:  50%|█████     | 5/10 [6:35:36<4:43:24, 3400.82s/it]    
Iteration:  86%|████████▋ | 9999/11591 [37:02<04:57,  5.35it/s]
2022-11-23 03:37:41 - Cosine-Similarity :	Pearson: 0.7046	Spearman: 0.7444
2022-11-23 03:37:41 - Manhattan-Distance:	Pearson: 0.7115	Spearman: 0.7234
2022-11-23 03:37:41 - Euclidean-Distance:	Pearson: 0.7105	Spearman: 0.7226
2022-11-23 03:37:41 - Dot-Product-Similarity:	Pearson: 0.6553	Spearman: 0.6663
2022-11-23 03:37:41 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 5 after 10000 steps:
                                                           
Epoch:  50%|█████     | 5/10 [6:35:36<4:43:24, 3400.82s/it]    
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Epoch:  50%|█████     | 5/10 [6:35:36<4:43:24, 3400.82s/it]    
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Epoch:  50%|█████     | 5/10 [6:35:36<4:43:24, 3400.82s/it]    
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Epoch:  50%|█████     | 5/10 [6:35:36<4:43:24, 3400.82s/it]    
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Epoch:  50%|█████     | 5/10 [6:35:36<4:43:24, 3400.82s/it]    
Iteration:  86%|████████▋ | 9999/11591 [37:02<04:57,  5.35it/s]
2022-11-23 03:37:41 - Cosine-Similarity :	Pearson: 0.5979	Spearman: 0.6242
2022-11-23 03:37:41 - Manhattan-Distance:	Pearson: 0.5975	Spearman: 0.5874
2022-11-23 03:37:41 - Euclidean-Distance:	Pearson: 0.5986	Spearman: 0.5891
2022-11-23 03:37:41 - Dot-Product-Similarity:	Pearson: 0.5126	Spearman: 0.5267
2022-11-23 03:37:41 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 5 after 10000 steps:
                                                           
Epoch:  50%|█████     | 5/10 [6:35:37<4:43:24, 3400.82s/it]    
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Epoch:  50%|█████     | 5/10 [6:35:37<4:43:24, 3400.82s/it]    
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Epoch:  50%|█████     | 5/10 [6:35:37<4:43:24, 3400.82s/it]    
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Epoch:  50%|█████     | 5/10 [6:35:37<4:43:24, 3400.82s/it]    
Iteration:  86%|████████▋ | 9999/11591 [37:02<04:57,  5.35it/s]
Iteration:  86%|████████▋ | 10000/11591 [37:02<46:02,  1.74s/it]
2022-11-23 03:37:42 - Cosine-Similarity :	Pearson: 0.7281	Spearman: 0.7687
2022-11-23 03:37:42 - Manhattan-Distance:	Pearson: 0.7564	Spearman: 0.7508
2022-11-23 03:37:42 - Euclidean-Distance:	Pearson: 0.7555	Spearman: 0.7494
2022-11-23 03:37:42 - Dot-Product-Similarity:	Pearson: 0.6087	Spearman: 0.6373
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Epoch:  50%|█████     | 5/10 [6:38:56<4:43:24, 3400.82s/it]     
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2022-11-23 03:41:01 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 5 after 11000 steps:
2022-11-23 03:41:01 - MSE (*100):	0.074019
2022-11-23 03:41:01 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 5 after 11000 steps:
                                                           
Epoch:  50%|█████     | 5/10 [6:39:17<4:43:24, 3400.82s/it]     
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2022-11-23 03:41:22 - Accuracy src2trg: 91.67
2022-11-23 03:41:22 - Accuracy trg2src: 91.05
2022-11-23 03:41:22 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 5 after 11000 steps:
                                                           
Epoch:  50%|█████     | 5/10 [6:39:17<4:43:24, 3400.82s/it]     
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2022-11-23 03:41:22 - Cosine-Similarity :	Pearson: 0.7033	Spearman: 0.7456
2022-11-23 03:41:22 - Manhattan-Distance:	Pearson: 0.7114	Spearman: 0.7231
2022-11-23 03:41:22 - Euclidean-Distance:	Pearson: 0.7106	Spearman: 0.7213
2022-11-23 03:41:22 - Dot-Product-Similarity:	Pearson: 0.6482	Spearman: 0.6627
2022-11-23 03:41:22 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 5 after 11000 steps:
                                                           
Epoch:  50%|█████     | 5/10 [6:39:17<4:43:24, 3400.82s/it]     
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Iteration:  95%|█████████▍| 10999/11591 [40:43<01:53,  5.23it/s]
2022-11-23 03:41:22 - Cosine-Similarity :	Pearson: 0.6016	Spearman: 0.6293
2022-11-23 03:41:22 - Manhattan-Distance:	Pearson: 0.5989	Spearman: 0.5894
2022-11-23 03:41:22 - Euclidean-Distance:	Pearson: 0.6005	Spearman: 0.5918
2022-11-23 03:41:22 - Dot-Product-Similarity:	Pearson: 0.5170	Spearman: 0.5352
2022-11-23 03:41:22 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 5 after 11000 steps:
                                                           
Epoch:  50%|█████     | 5/10 [6:39:17<4:43:24, 3400.82s/it]     
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Epoch:  50%|█████     | 5/10 [6:39:18<4:43:24, 3400.82s/it]     
Iteration:  95%|█████████▍| 10999/11591 [40:43<01:53,  5.23it/s]
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2022-11-23 03:41:22 - Cosine-Similarity :	Pearson: 0.7290	Spearman: 0.7714
2022-11-23 03:41:22 - Manhattan-Distance:	Pearson: 0.7577	Spearman: 0.7510
2022-11-23 03:41:22 - Euclidean-Distance:	Pearson: 0.7568	Spearman: 0.7507
2022-11-23 03:41:22 - Dot-Product-Similarity:	Pearson: 0.6078	Spearman: 0.6342
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2022-11-23 03:43:25 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset after epoch 5:
2022-11-23 03:43:25 - MSE (*100):	0.074097
2022-11-23 03:43:25 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset after epoch 5:
Epoch:  50%|█████     | 5/10 [6:41:41<4:43:24, 3400.82s/it]
2022-11-23 03:43:46 - Accuracy src2trg: 91.64
2022-11-23 03:43:46 - Accuracy trg2src: 90.87
2022-11-23 03:43:46 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset after epoch 5:
Epoch:  50%|█████     | 5/10 [6:41:41<4:43:24, 3400.82s/it]
2022-11-23 03:43:46 - Cosine-Similarity :	Pearson: 0.7050	Spearman: 0.7451
2022-11-23 03:43:46 - Manhattan-Distance:	Pearson: 0.7098	Spearman: 0.7222
2022-11-23 03:43:46 - Euclidean-Distance:	Pearson: 0.7090	Spearman: 0.7204
2022-11-23 03:43:46 - Dot-Product-Similarity:	Pearson: 0.6485	Spearman: 0.6592
2022-11-23 03:43:46 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset after epoch 5:
Epoch:  50%|█████     | 5/10 [6:41:41<4:43:24, 3400.82s/it]
2022-11-23 03:43:46 - Cosine-Similarity :	Pearson: 0.6001	Spearman: 0.6246
2022-11-23 03:43:46 - Manhattan-Distance:	Pearson: 0.5977	Spearman: 0.5883
2022-11-23 03:43:46 - Euclidean-Distance:	Pearson: 0.5991	Spearman: 0.5895
2022-11-23 03:43:46 - Dot-Product-Similarity:	Pearson: 0.5047	Spearman: 0.5209
2022-11-23 03:43:46 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset after epoch 5:
Epoch:  60%|██████    | 6/10 [6:41:42<3:28:17, 3124.44s/it]
2022-11-23 03:43:47 - Cosine-Similarity :	Pearson: 0.7283	Spearman: 0.7702
2022-11-23 03:43:47 - Manhattan-Distance:	Pearson: 0.7559	Spearman: 0.7484
2022-11-23 03:43:47 - Euclidean-Distance:	Pearson: 0.7550	Spearman: 0.7473
2022-11-23 03:43:47 - Dot-Product-Similarity:	Pearson: 0.6035	Spearman: 0.6324
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Epoch:  60%|██████    | 6/10 [6:45:03<3:28:17, 3124.44s/it]   
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2022-11-23 03:47:08 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 6 after 1000 steps:
2022-11-23 03:47:08 - MSE (*100):	0.073914
2022-11-23 03:47:08 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 6 after 1000 steps:
                                                           
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2022-11-23 03:47:28 - Accuracy src2trg: 91.72
2022-11-23 03:47:28 - Accuracy trg2src: 91.08
2022-11-23 03:47:28 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 6 after 1000 steps:
                                                           
Epoch:  60%|██████    | 6/10 [6:45:24<3:28:17, 3124.44s/it]   
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2022-11-23 03:47:29 - Cosine-Similarity :	Pearson: 0.7068	Spearman: 0.7465
2022-11-23 03:47:29 - Manhattan-Distance:	Pearson: 0.7134	Spearman: 0.7251
2022-11-23 03:47:29 - Euclidean-Distance:	Pearson: 0.7125	Spearman: 0.7226
2022-11-23 03:47:29 - Dot-Product-Similarity:	Pearson: 0.6602	Spearman: 0.6742
2022-11-23 03:47:29 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 6 after 1000 steps:
                                                           
Epoch:  60%|██████    | 6/10 [6:45:24<3:28:17, 3124.44s/it]   
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2022-11-23 03:47:29 - Cosine-Similarity :	Pearson: 0.5975	Spearman: 0.6253
2022-11-23 03:47:29 - Manhattan-Distance:	Pearson: 0.5970	Spearman: 0.5880
2022-11-23 03:47:29 - Euclidean-Distance:	Pearson: 0.5984	Spearman: 0.5892
2022-11-23 03:47:29 - Dot-Product-Similarity:	Pearson: 0.5129	Spearman: 0.5286
2022-11-23 03:47:29 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 6 after 1000 steps:
                                                           
Epoch:  60%|██████    | 6/10 [6:45:24<3:28:17, 3124.44s/it]   
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2022-11-23 03:47:29 - Cosine-Similarity :	Pearson: 0.7309	Spearman: 0.7715
2022-11-23 03:47:29 - Manhattan-Distance:	Pearson: 0.7579	Spearman: 0.7523
2022-11-23 03:47:29 - Euclidean-Distance:	Pearson: 0.7570	Spearman: 0.7512
2022-11-23 03:47:29 - Dot-Product-Similarity:	Pearson: 0.6125	Spearman: 0.6428
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2022-11-23 03:50:50 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 6 after 2000 steps:
2022-11-23 03:50:50 - MSE (*100):	0.073850
2022-11-23 03:50:50 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 6 after 2000 steps:
                                                           
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2022-11-23 03:51:10 - Accuracy src2trg: 91.74
2022-11-23 03:51:10 - Accuracy trg2src: 91.08
2022-11-23 03:51:10 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 6 after 2000 steps:
                                                           
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2022-11-23 03:51:11 - Cosine-Similarity :	Pearson: 0.7055	Spearman: 0.7440
2022-11-23 03:51:11 - Manhattan-Distance:	Pearson: 0.7134	Spearman: 0.7247
2022-11-23 03:51:11 - Euclidean-Distance:	Pearson: 0.7122	Spearman: 0.7224
2022-11-23 03:51:11 - Dot-Product-Similarity:	Pearson: 0.6519	Spearman: 0.6656
2022-11-23 03:51:11 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 6 after 2000 steps:
                                                           
Epoch:  60%|██████    | 6/10 [6:49:06<3:28:17, 3124.44s/it]    
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2022-11-23 03:51:11 - Cosine-Similarity :	Pearson: 0.5985	Spearman: 0.6257
2022-11-23 03:51:11 - Manhattan-Distance:	Pearson: 0.5996	Spearman: 0.5894
2022-11-23 03:51:11 - Euclidean-Distance:	Pearson: 0.6003	Spearman: 0.5893
2022-11-23 03:51:11 - Dot-Product-Similarity:	Pearson: 0.5134	Spearman: 0.5281
2022-11-23 03:51:11 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 6 after 2000 steps:
                                                           
Epoch:  60%|██████    | 6/10 [6:49:06<3:28:17, 3124.44s/it]    
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Epoch:  60%|██████    | 6/10 [6:49:06<3:28:17, 3124.44s/it]    
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2022-11-23 03:51:11 - Cosine-Similarity :	Pearson: 0.7280	Spearman: 0.7699
2022-11-23 03:51:11 - Manhattan-Distance:	Pearson: 0.7566	Spearman: 0.7513
2022-11-23 03:51:11 - Euclidean-Distance:	Pearson: 0.7554	Spearman: 0.7498
2022-11-23 03:51:11 - Dot-Product-Similarity:	Pearson: 0.6101	Spearman: 0.6423
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                                                           t/s]
Epoch:  60%|██████    | 6/10 [6:52:27<3:28:17, 3124.44s/it]    
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2022-11-23 03:54:32 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 6 after 3000 steps:
2022-11-23 03:54:32 - MSE (*100):	0.073866
2022-11-23 03:54:32 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 6 after 3000 steps:
                                                           
Epoch:  60%|██████    | 6/10 [6:52:48<3:28:17, 3124.44s/it]    
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2022-11-23 03:54:53 - Accuracy src2trg: 91.61
2022-11-23 03:54:53 - Accuracy trg2src: 90.96
2022-11-23 03:54:53 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 6 after 3000 steps:
                                                           
Epoch:  60%|██████    | 6/10 [6:52:48<3:28:17, 3124.44s/it]    
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2022-11-23 03:54:53 - Cosine-Similarity :	Pearson: 0.7051	Spearman: 0.7448
2022-11-23 03:54:53 - Manhattan-Distance:	Pearson: 0.7136	Spearman: 0.7260
2022-11-23 03:54:53 - Euclidean-Distance:	Pearson: 0.7127	Spearman: 0.7243
2022-11-23 03:54:53 - Dot-Product-Similarity:	Pearson: 0.6497	Spearman: 0.6611
2022-11-23 03:54:53 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 6 after 3000 steps:
                                                           
Epoch:  60%|██████    | 6/10 [6:52:48<3:28:17, 3124.44s/it]    
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2022-11-23 03:54:53 - Cosine-Similarity :	Pearson: 0.5990	Spearman: 0.6240
2022-11-23 03:54:53 - Manhattan-Distance:	Pearson: 0.6002	Spearman: 0.5908
2022-11-23 03:54:53 - Euclidean-Distance:	Pearson: 0.6012	Spearman: 0.5915
2022-11-23 03:54:53 - Dot-Product-Similarity:	Pearson: 0.5129	Spearman: 0.5268
2022-11-23 03:54:53 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 6 after 3000 steps:
                                                           
Epoch:  60%|██████    | 6/10 [6:52:49<3:28:17, 3124.44s/it]    
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2022-11-23 03:54:54 - Cosine-Similarity :	Pearson: 0.7278	Spearman: 0.7703
2022-11-23 03:54:54 - Manhattan-Distance:	Pearson: 0.7576	Spearman: 0.7527
2022-11-23 03:54:54 - Euclidean-Distance:	Pearson: 0.7566	Spearman: 0.7515
2022-11-23 03:54:54 - Dot-Product-Similarity:	Pearson: 0.6092	Spearman: 0.6375
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2022-11-23 03:58:14 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 6 after 4000 steps:
2022-11-23 03:58:14 - MSE (*100):	0.073828
2022-11-23 03:58:14 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 6 after 4000 steps:
                                                           
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2022-11-23 03:58:34 - Accuracy src2trg: 91.81
2022-11-23 03:58:34 - Accuracy trg2src: 91.14
2022-11-23 03:58:34 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 6 after 4000 steps:
                                                           
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2022-11-23 03:58:35 - Cosine-Similarity :	Pearson: 0.7077	Spearman: 0.7477
2022-11-23 03:58:35 - Manhattan-Distance:	Pearson: 0.7153	Spearman: 0.7272
2022-11-23 03:58:35 - Euclidean-Distance:	Pearson: 0.7144	Spearman: 0.7266
2022-11-23 03:58:35 - Dot-Product-Similarity:	Pearson: 0.6429	Spearman: 0.6578
2022-11-23 03:58:35 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 6 after 4000 steps:
                                                           
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2022-11-23 03:58:35 - Cosine-Similarity :	Pearson: 0.6009	Spearman: 0.6300
2022-11-23 03:58:35 - Manhattan-Distance:	Pearson: 0.5987	Spearman: 0.5901
2022-11-23 03:58:35 - Euclidean-Distance:	Pearson: 0.6001	Spearman: 0.5894
2022-11-23 03:58:35 - Dot-Product-Similarity:	Pearson: 0.5104	Spearman: 0.5248
2022-11-23 03:58:35 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 6 after 4000 steps:
                                                           
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2022-11-23 03:58:35 - Cosine-Similarity :	Pearson: 0.7284	Spearman: 0.7717
2022-11-23 03:58:35 - Manhattan-Distance:	Pearson: 0.7569	Spearman: 0.7534
2022-11-23 03:58:35 - Euclidean-Distance:	Pearson: 0.7559	Spearman: 0.7520
2022-11-23 03:58:35 - Dot-Product-Similarity:	Pearson: 0.6057	Spearman: 0.6328
2022-11-23 03:58:35 - Save model to output/make-multilingual-en-es-2022-11-22_20-59-30
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Epoch:  60%|██████    | 6/10 [6:59:51<3:28:17, 3124.44s/it]    
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2022-11-23 04:01:56 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 6 after 5000 steps:
2022-11-23 04:01:56 - MSE (*100):	0.073786
2022-11-23 04:01:56 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 6 after 5000 steps:
                                                           
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Epoch:  60%|██████    | 6/10 [7:00:12<3:28:17, 3124.44s/it]    
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2022-11-23 04:02:17 - Accuracy src2trg: 91.67
2022-11-23 04:02:17 - Accuracy trg2src: 90.92
2022-11-23 04:02:17 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 6 after 5000 steps:
                                                           
Epoch:  60%|██████    | 6/10 [7:00:13<3:28:17, 3124.44s/it]    
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2022-11-23 04:02:17 - Cosine-Similarity :	Pearson: 0.7088	Spearman: 0.7479
2022-11-23 04:02:17 - Manhattan-Distance:	Pearson: 0.7149	Spearman: 0.7273
2022-11-23 04:02:17 - Euclidean-Distance:	Pearson: 0.7142	Spearman: 0.7256
2022-11-23 04:02:17 - Dot-Product-Similarity:	Pearson: 0.6524	Spearman: 0.6657
2022-11-23 04:02:17 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 6 after 5000 steps:
                                                           
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2022-11-23 04:02:18 - Cosine-Similarity :	Pearson: 0.6032	Spearman: 0.6299
2022-11-23 04:02:18 - Manhattan-Distance:	Pearson: 0.6019	Spearman: 0.5931
2022-11-23 04:02:18 - Euclidean-Distance:	Pearson: 0.6030	Spearman: 0.5932
2022-11-23 04:02:18 - Dot-Product-Similarity:	Pearson: 0.5166	Spearman: 0.5331
2022-11-23 04:02:18 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 6 after 5000 steps:
                                                           
Epoch:  60%|██████    | 6/10 [7:00:13<3:28:17, 3124.44s/it]    
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2022-11-23 04:02:18 - Cosine-Similarity :	Pearson: 0.7317	Spearman: 0.7726
2022-11-23 04:02:18 - Manhattan-Distance:	Pearson: 0.7589	Spearman: 0.7536
2022-11-23 04:02:18 - Euclidean-Distance:	Pearson: 0.7578	Spearman: 0.7522
2022-11-23 04:02:18 - Dot-Product-Similarity:	Pearson: 0.6167	Spearman: 0.6436
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Epoch:  60%|██████    | 6/10 [7:03:33<3:28:17, 3124.44s/it]    
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Epoch:  60%|██████    | 6/10 [7:03:33<3:28:17, 3124.44s/it]    
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2022-11-23 04:05:38 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 6 after 6000 steps:
2022-11-23 04:05:38 - MSE (*100):	0.073649
2022-11-23 04:05:38 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 6 after 6000 steps:
                                                           
Epoch:  60%|██████    | 6/10 [7:03:54<3:28:17, 3124.44s/it]    
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Epoch:  60%|██████    | 6/10 [7:03:54<3:28:17, 3124.44s/it]    
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2022-11-23 04:05:59 - Accuracy src2trg: 91.81
2022-11-23 04:05:59 - Accuracy trg2src: 91.11
2022-11-23 04:05:59 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 6 after 6000 steps:
                                                           
Epoch:  60%|██████    | 6/10 [7:03:54<3:28:17, 3124.44s/it]    
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Epoch:  60%|██████    | 6/10 [7:03:54<3:28:17, 3124.44s/it]    
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2022-11-23 04:05:59 - Cosine-Similarity :	Pearson: 0.7061	Spearman: 0.7458
2022-11-23 04:05:59 - Manhattan-Distance:	Pearson: 0.7128	Spearman: 0.7265
2022-11-23 04:05:59 - Euclidean-Distance:	Pearson: 0.7119	Spearman: 0.7240
2022-11-23 04:05:59 - Dot-Product-Similarity:	Pearson: 0.6509	Spearman: 0.6617
2022-11-23 04:05:59 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 6 after 6000 steps:
                                                           
Epoch:  60%|██████    | 6/10 [7:03:54<3:28:17, 3124.44s/it]    
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Epoch:  60%|██████    | 6/10 [7:03:54<3:28:17, 3124.44s/it]    
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2022-11-23 04:05:59 - Cosine-Similarity :	Pearson: 0.5993	Spearman: 0.6255
2022-11-23 04:05:59 - Manhattan-Distance:	Pearson: 0.5987	Spearman: 0.5897
2022-11-23 04:05:59 - Euclidean-Distance:	Pearson: 0.5997	Spearman: 0.5903
2022-11-23 04:05:59 - Dot-Product-Similarity:	Pearson: 0.5114	Spearman: 0.5286
2022-11-23 04:05:59 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 6 after 6000 steps:
                                                           
Epoch:  60%|██████    | 6/10 [7:03:54<3:28:17, 3124.44s/it]    
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2022-11-23 04:05:59 - Cosine-Similarity :	Pearson: 0.7292	Spearman: 0.7710
2022-11-23 04:05:59 - Manhattan-Distance:	Pearson: 0.7566	Spearman: 0.7506
2022-11-23 04:05:59 - Euclidean-Distance:	Pearson: 0.7557	Spearman: 0.7486
2022-11-23 04:05:59 - Dot-Product-Similarity:	Pearson: 0.6112	Spearman: 0.6379
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2022-11-23 04:09:20 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 6 after 7000 steps:
2022-11-23 04:09:20 - MSE (*100):	0.073681
2022-11-23 04:09:20 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 6 after 7000 steps:
                                                           
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2022-11-23 04:09:40 - Accuracy src2trg: 91.77
2022-11-23 04:09:40 - Accuracy trg2src: 91.16
2022-11-23 04:09:40 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 6 after 7000 steps:
                                                           
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2022-11-23 04:09:41 - Cosine-Similarity :	Pearson: 0.7090	Spearman: 0.7499
2022-11-23 04:09:41 - Manhattan-Distance:	Pearson: 0.7144	Spearman: 0.7261
2022-11-23 04:09:41 - Euclidean-Distance:	Pearson: 0.7134	Spearman: 0.7261
2022-11-23 04:09:41 - Dot-Product-Similarity:	Pearson: 0.6556	Spearman: 0.6688
2022-11-23 04:09:41 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 6 after 7000 steps:
                                                           
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2022-11-23 04:09:41 - Cosine-Similarity :	Pearson: 0.6021	Spearman: 0.6281
2022-11-23 04:09:41 - Manhattan-Distance:	Pearson: 0.5998	Spearman: 0.5922
2022-11-23 04:09:41 - Euclidean-Distance:	Pearson: 0.6011	Spearman: 0.5925
2022-11-23 04:09:41 - Dot-Product-Similarity:	Pearson: 0.5128	Spearman: 0.5295
2022-11-23 04:09:41 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 6 after 7000 steps:
                                                           
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2022-11-23 04:09:41 - Cosine-Similarity :	Pearson: 0.7319	Spearman: 0.7734
2022-11-23 04:09:41 - Manhattan-Distance:	Pearson: 0.7587	Spearman: 0.7528
2022-11-23 04:09:41 - Euclidean-Distance:	Pearson: 0.7575	Spearman: 0.7513
2022-11-23 04:09:41 - Dot-Product-Similarity:	Pearson: 0.6091	Spearman: 0.6368
2022-11-23 04:09:41 - Save model to output/make-multilingual-en-es-2022-11-22_20-59-30
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                                                           t/s]
Epoch:  60%|██████    | 6/10 [7:10:56<3:28:17, 3124.44s/it]    
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Epoch:  60%|██████    | 6/10 [7:10:56<3:28:17, 3124.44s/it]    
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2022-11-23 04:13:01 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 6 after 8000 steps:
2022-11-23 04:13:01 - MSE (*100):	0.073613
2022-11-23 04:13:01 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 6 after 8000 steps:
                                                           
Epoch:  60%|██████    | 6/10 [7:11:17<3:28:17, 3124.44s/it]    
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Epoch:  60%|██████    | 6/10 [7:11:17<3:28:17, 3124.44s/it]    
Iteration:  69%|██████▉   | 7999/11591 [29:35<11:11,  5.35it/s]
2022-11-23 04:13:22 - Accuracy src2trg: 91.81
2022-11-23 04:13:22 - Accuracy trg2src: 91.13
2022-11-23 04:13:22 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 6 after 8000 steps:
                                                           
Epoch:  60%|██████    | 6/10 [7:11:18<3:28:17, 3124.44s/it]    
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Epoch:  60%|██████    | 6/10 [7:11:18<3:28:17, 3124.44s/it]    
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2022-11-23 04:13:23 - Cosine-Similarity :	Pearson: 0.7044	Spearman: 0.7446
2022-11-23 04:13:23 - Manhattan-Distance:	Pearson: 0.7122	Spearman: 0.7241
2022-11-23 04:13:23 - Euclidean-Distance:	Pearson: 0.7115	Spearman: 0.7232
2022-11-23 04:13:23 - Dot-Product-Similarity:	Pearson: 0.6491	Spearman: 0.6662
2022-11-23 04:13:23 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 6 after 8000 steps:
                                                           
Epoch:  60%|██████    | 6/10 [7:11:18<3:28:17, 3124.44s/it]    
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Epoch:  60%|██████    | 6/10 [7:11:18<3:28:17, 3124.44s/it]    
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2022-11-23 04:13:23 - Cosine-Similarity :	Pearson: 0.5977	Spearman: 0.6248
2022-11-23 04:13:23 - Manhattan-Distance:	Pearson: 0.5968	Spearman: 0.5872
2022-11-23 04:13:23 - Euclidean-Distance:	Pearson: 0.5980	Spearman: 0.5878
2022-11-23 04:13:23 - Dot-Product-Similarity:	Pearson: 0.5155	Spearman: 0.5330
2022-11-23 04:13:23 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 6 after 8000 steps:
                                                           
Epoch:  60%|██████    | 6/10 [7:11:18<3:28:17, 3124.44s/it]    
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Epoch:  60%|██████    | 6/10 [7:11:18<3:28:17, 3124.44s/it]    
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2022-11-23 04:13:23 - Cosine-Similarity :	Pearson: 0.7300	Spearman: 0.7692
2022-11-23 04:13:23 - Manhattan-Distance:	Pearson: 0.7566	Spearman: 0.7498
2022-11-23 04:13:23 - Euclidean-Distance:	Pearson: 0.7556	Spearman: 0.7484
2022-11-23 04:13:23 - Dot-Product-Similarity:	Pearson: 0.6124	Spearman: 0.6399
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Epoch:  60%|██████    | 6/10 [7:14:38<3:28:17, 3124.44s/it]    
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Epoch:  60%|██████    | 6/10 [7:14:38<3:28:17, 3124.44s/it]    
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Epoch:  60%|██████    | 6/10 [7:14:38<3:28:17, 3124.44s/it]    
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2022-11-23 04:16:43 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 6 after 9000 steps:
2022-11-23 04:16:43 - MSE (*100):	0.073582
2022-11-23 04:16:43 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 6 after 9000 steps:
                                                           
Epoch:  60%|██████    | 6/10 [7:14:58<3:28:17, 3124.44s/it]    
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Epoch:  60%|██████    | 6/10 [7:14:58<3:28:17, 3124.44s/it]    
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Epoch:  60%|██████    | 6/10 [7:14:58<3:28:17, 3124.44s/it]    
Iteration:  78%|███████▊  | 8999/11591 [33:16<08:06,  5.32it/s]
2022-11-23 04:17:03 - Accuracy src2trg: 91.74
2022-11-23 04:17:03 - Accuracy trg2src: 91.05
2022-11-23 04:17:03 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 6 after 9000 steps:
                                                           
Epoch:  60%|██████    | 6/10 [7:14:59<3:28:17, 3124.44s/it]    
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Epoch:  60%|██████    | 6/10 [7:14:59<3:28:17, 3124.44s/it]    
Iteration:  78%|███████▊  | 8999/11591 [33:17<08:06,  5.32it/s]
2022-11-23 04:17:04 - Cosine-Similarity :	Pearson: 0.7061	Spearman: 0.7466
2022-11-23 04:17:04 - Manhattan-Distance:	Pearson: 0.7154	Spearman: 0.7282
2022-11-23 04:17:04 - Euclidean-Distance:	Pearson: 0.7144	Spearman: 0.7254
2022-11-23 04:17:04 - Dot-Product-Similarity:	Pearson: 0.6472	Spearman: 0.6607
2022-11-23 04:17:04 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 6 after 9000 steps:
                                                           
Epoch:  60%|██████    | 6/10 [7:14:59<3:28:17, 3124.44s/it]    
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Epoch:  60%|██████    | 6/10 [7:14:59<3:28:17, 3124.44s/it]    
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2022-11-23 04:17:04 - Cosine-Similarity :	Pearson: 0.6026	Spearman: 0.6292
2022-11-23 04:17:04 - Manhattan-Distance:	Pearson: 0.6017	Spearman: 0.5910
2022-11-23 04:17:04 - Euclidean-Distance:	Pearson: 0.6035	Spearman: 0.5936
2022-11-23 04:17:04 - Dot-Product-Similarity:	Pearson: 0.5121	Spearman: 0.5269
2022-11-23 04:17:04 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 6 after 9000 steps:
                                                           
Epoch:  60%|██████    | 6/10 [7:14:59<3:28:17, 3124.44s/it]    
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Epoch:  60%|██████    | 6/10 [7:14:59<3:28:17, 3124.44s/it]    
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2022-11-23 04:17:04 - Cosine-Similarity :	Pearson: 0.7301	Spearman: 0.7700
2022-11-23 04:17:04 - Manhattan-Distance:	Pearson: 0.7570	Spearman: 0.7501
2022-11-23 04:17:04 - Euclidean-Distance:	Pearson: 0.7561	Spearman: 0.7494
2022-11-23 04:17:04 - Dot-Product-Similarity:	Pearson: 0.6033	Spearman: 0.6318
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Epoch:  60%|██████    | 6/10 [7:18:19<3:28:17, 3124.44s/it]    
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2022-11-23 04:20:24 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 6 after 10000 steps:
2022-11-23 04:20:24 - MSE (*100):	0.073524
2022-11-23 04:20:24 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 6 after 10000 steps:
                                                           
Epoch:  60%|██████    | 6/10 [7:18:40<3:28:17, 3124.44s/it]    
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Epoch:  60%|██████    | 6/10 [7:18:40<3:28:17, 3124.44s/it]    
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2022-11-23 04:20:45 - Accuracy src2trg: 91.85
2022-11-23 04:20:45 - Accuracy trg2src: 91.21
2022-11-23 04:20:45 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 6 after 10000 steps:
                                                           
Epoch:  60%|██████    | 6/10 [7:18:40<3:28:17, 3124.44s/it]    
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2022-11-23 04:20:45 - Cosine-Similarity :	Pearson: 0.7085	Spearman: 0.7493
2022-11-23 04:20:45 - Manhattan-Distance:	Pearson: 0.7140	Spearman: 0.7262
2022-11-23 04:20:45 - Euclidean-Distance:	Pearson: 0.7130	Spearman: 0.7260
2022-11-23 04:20:45 - Dot-Product-Similarity:	Pearson: 0.6523	Spearman: 0.6678
2022-11-23 04:20:45 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 6 after 10000 steps:
                                                           
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2022-11-23 04:20:45 - Cosine-Similarity :	Pearson: 0.6066	Spearman: 0.6342
2022-11-23 04:20:45 - Manhattan-Distance:	Pearson: 0.6029	Spearman: 0.5926
2022-11-23 04:20:45 - Euclidean-Distance:	Pearson: 0.6042	Spearman: 0.5960
2022-11-23 04:20:45 - Dot-Product-Similarity:	Pearson: 0.5216	Spearman: 0.5360
2022-11-23 04:20:45 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 6 after 10000 steps:
                                                           
Epoch:  60%|██████    | 6/10 [7:18:41<3:28:17, 3124.44s/it]    
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Epoch:  60%|██████    | 6/10 [7:18:41<3:28:17, 3124.44s/it]    
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2022-11-23 04:20:46 - Cosine-Similarity :	Pearson: 0.7323	Spearman: 0.7716
2022-11-23 04:20:46 - Manhattan-Distance:	Pearson: 0.7580	Spearman: 0.7536
2022-11-23 04:20:46 - Euclidean-Distance:	Pearson: 0.7570	Spearman: 0.7519
2022-11-23 04:20:46 - Dot-Product-Similarity:	Pearson: 0.6075	Spearman: 0.6300
2022-11-23 04:20:46 - Save model to output/make-multilingual-en-es-2022-11-22_20-59-30
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Epoch:  60%|██████    | 6/10 [7:22:02<3:28:17, 3124.44s/it]     
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2022-11-23 04:24:07 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 6 after 11000 steps:
2022-11-23 04:24:07 - MSE (*100):	0.073439
2022-11-23 04:24:07 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 6 after 11000 steps:
                                                           
Epoch:  60%|██████    | 6/10 [7:22:22<3:28:17, 3124.44s/it]     
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Epoch:  60%|██████    | 6/10 [7:22:23<3:28:17, 3124.44s/it]     
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2022-11-23 04:24:27 - Accuracy src2trg: 91.82
2022-11-23 04:24:27 - Accuracy trg2src: 91.13
2022-11-23 04:24:28 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 6 after 11000 steps:
                                                           
Epoch:  60%|██████    | 6/10 [7:22:23<3:28:17, 3124.44s/it]     
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2022-11-23 04:24:28 - Cosine-Similarity :	Pearson: 0.7078	Spearman: 0.7475
2022-11-23 04:24:28 - Manhattan-Distance:	Pearson: 0.7139	Spearman: 0.7264
2022-11-23 04:24:28 - Euclidean-Distance:	Pearson: 0.7128	Spearman: 0.7249
2022-11-23 04:24:28 - Dot-Product-Similarity:	Pearson: 0.6584	Spearman: 0.6731
2022-11-23 04:24:28 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 6 after 11000 steps:
                                                           
Epoch:  60%|██████    | 6/10 [7:22:23<3:28:17, 3124.44s/it]     
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2022-11-23 04:24:28 - Cosine-Similarity :	Pearson: 0.6029	Spearman: 0.6308
2022-11-23 04:24:28 - Manhattan-Distance:	Pearson: 0.6027	Spearman: 0.5917
2022-11-23 04:24:28 - Euclidean-Distance:	Pearson: 0.6039	Spearman: 0.5942
2022-11-23 04:24:28 - Dot-Product-Similarity:	Pearson: 0.5197	Spearman: 0.5342
2022-11-23 04:24:28 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 6 after 11000 steps:
                                                           
Epoch:  60%|██████    | 6/10 [7:22:23<3:28:17, 3124.44s/it]     
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Epoch:  60%|██████    | 6/10 [7:22:23<3:28:17, 3124.44s/it]     
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2022-11-23 04:24:28 - Cosine-Similarity :	Pearson: 0.7327	Spearman: 0.7719
2022-11-23 04:24:28 - Manhattan-Distance:	Pearson: 0.7585	Spearman: 0.7528
2022-11-23 04:24:28 - Euclidean-Distance:	Pearson: 0.7576	Spearman: 0.7523
2022-11-23 04:24:28 - Dot-Product-Similarity:	Pearson: 0.6224	Spearman: 0.6506
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Epoch:  60%|██████    | 6/10 [7:24:26<3:28:17, 3124.44s/it]
2022-11-23 04:26:31 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset after epoch 6:
2022-11-23 04:26:31 - MSE (*100):	0.073418
2022-11-23 04:26:31 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset after epoch 6:
Epoch:  60%|██████    | 6/10 [7:24:46<3:28:17, 3124.44s/it]
2022-11-23 04:26:51 - Accuracy src2trg: 91.81
2022-11-23 04:26:51 - Accuracy trg2src: 91.14
2022-11-23 04:26:51 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset after epoch 6:
Epoch:  60%|██████    | 6/10 [7:24:47<3:28:17, 3124.44s/it]
2022-11-23 04:26:52 - Cosine-Similarity :	Pearson: 0.7057	Spearman: 0.7462
2022-11-23 04:26:52 - Manhattan-Distance:	Pearson: 0.7149	Spearman: 0.7273
2022-11-23 04:26:52 - Euclidean-Distance:	Pearson: 0.7140	Spearman: 0.7265
2022-11-23 04:26:52 - Dot-Product-Similarity:	Pearson: 0.6509	Spearman: 0.6643
2022-11-23 04:26:52 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset after epoch 6:
Epoch:  60%|██████    | 6/10 [7:24:47<3:28:17, 3124.44s/it]
2022-11-23 04:26:52 - Cosine-Similarity :	Pearson: 0.6037	Spearman: 0.6305
2022-11-23 04:26:52 - Manhattan-Distance:	Pearson: 0.6030	Spearman: 0.5911
2022-11-23 04:26:52 - Euclidean-Distance:	Pearson: 0.6040	Spearman: 0.5943
2022-11-23 04:26:52 - Dot-Product-Similarity:	Pearson: 0.5204	Spearman: 0.5355
2022-11-23 04:26:52 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset after epoch 6:
Epoch:  70%|███████   | 7/10 [7:24:47<2:27:24, 2948.20s/it]
2022-11-23 04:26:52 - Cosine-Similarity :	Pearson: 0.7302	Spearman: 0.7709
2022-11-23 04:26:52 - Manhattan-Distance:	Pearson: 0.7582	Spearman: 0.7523
2022-11-23 04:26:52 - Euclidean-Distance:	Pearson: 0.7572	Spearman: 0.7517
2022-11-23 04:26:52 - Dot-Product-Similarity:	Pearson: 0.6153	Spearman: 0.6423
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Epoch:  70%|███████   | 7/10 [7:28:08<2:27:24, 2948.20s/it]   
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2022-11-23 04:30:13 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 7 after 1000 steps:
2022-11-23 04:30:13 - MSE (*100):	0.073405
2022-11-23 04:30:13 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 7 after 1000 steps:
                                                           
Epoch:  70%|███████   | 7/10 [7:28:28<2:27:24, 2948.20s/it]   
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2022-11-23 04:30:33 - Accuracy src2trg: 91.81
2022-11-23 04:30:33 - Accuracy trg2src: 91.15
2022-11-23 04:30:33 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 7 after 1000 steps:
                                                           
Epoch:  70%|███████   | 7/10 [7:28:29<2:27:24, 2948.20s/it]   
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2022-11-23 04:30:34 - Cosine-Similarity :	Pearson: 0.7081	Spearman: 0.7494
2022-11-23 04:30:34 - Manhattan-Distance:	Pearson: 0.7147	Spearman: 0.7272
2022-11-23 04:30:34 - Euclidean-Distance:	Pearson: 0.7136	Spearman: 0.7259
2022-11-23 04:30:34 - Dot-Product-Similarity:	Pearson: 0.6565	Spearman: 0.6707
2022-11-23 04:30:34 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 7 after 1000 steps:
                                                           
Epoch:  70%|███████   | 7/10 [7:28:29<2:27:24, 2948.20s/it]   
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2022-11-23 04:30:34 - Cosine-Similarity :	Pearson: 0.6011	Spearman: 0.6294
2022-11-23 04:30:34 - Manhattan-Distance:	Pearson: 0.5993	Spearman: 0.5888
2022-11-23 04:30:34 - Euclidean-Distance:	Pearson: 0.6007	Spearman: 0.5909
2022-11-23 04:30:34 - Dot-Product-Similarity:	Pearson: 0.5174	Spearman: 0.5323
2022-11-23 04:30:34 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 7 after 1000 steps:
                                                           
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2022-11-23 04:30:34 - Cosine-Similarity :	Pearson: 0.7325	Spearman: 0.7731
2022-11-23 04:30:34 - Manhattan-Distance:	Pearson: 0.7588	Spearman: 0.7542
2022-11-23 04:30:34 - Euclidean-Distance:	Pearson: 0.7577	Spearman: 0.7531
2022-11-23 04:30:34 - Dot-Product-Similarity:	Pearson: 0.6172	Spearman: 0.6428
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2022-11-23 04:33:55 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 7 after 2000 steps:
2022-11-23 04:33:55 - MSE (*100):	0.073351
2022-11-23 04:33:55 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 7 after 2000 steps:
                                                           
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2022-11-23 04:34:16 - Accuracy src2trg: 91.81
2022-11-23 04:34:16 - Accuracy trg2src: 91.24
2022-11-23 04:34:16 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 7 after 2000 steps:
                                                           
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2022-11-23 04:34:17 - Cosine-Similarity :	Pearson: 0.7101	Spearman: 0.7500
2022-11-23 04:34:17 - Manhattan-Distance:	Pearson: 0.7160	Spearman: 0.7296
2022-11-23 04:34:17 - Euclidean-Distance:	Pearson: 0.7150	Spearman: 0.7282
2022-11-23 04:34:17 - Dot-Product-Similarity:	Pearson: 0.6508	Spearman: 0.6634
2022-11-23 04:34:17 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 7 after 2000 steps:
                                                           
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2022-11-23 04:34:17 - Cosine-Similarity :	Pearson: 0.6058	Spearman: 0.6333
2022-11-23 04:34:17 - Manhattan-Distance:	Pearson: 0.6019	Spearman: 0.5923
2022-11-23 04:34:17 - Euclidean-Distance:	Pearson: 0.6033	Spearman: 0.5931
2022-11-23 04:34:17 - Dot-Product-Similarity:	Pearson: 0.5147	Spearman: 0.5314
2022-11-23 04:34:17 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 7 after 2000 steps:
                                                           
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2022-11-23 04:34:17 - Cosine-Similarity :	Pearson: 0.7328	Spearman: 0.7731
2022-11-23 04:34:17 - Manhattan-Distance:	Pearson: 0.7587	Spearman: 0.7538
2022-11-23 04:34:17 - Euclidean-Distance:	Pearson: 0.7577	Spearman: 0.7526
2022-11-23 04:34:17 - Dot-Product-Similarity:	Pearson: 0.6155	Spearman: 0.6437
2022-11-23 04:34:17 - Save model to output/make-multilingual-en-es-2022-11-22_20-59-30
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Epoch:  70%|███████   | 7/10 [7:35:33<2:27:24, 2948.20s/it]    
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2022-11-23 04:37:38 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 7 after 3000 steps:
2022-11-23 04:37:38 - MSE (*100):	0.073344
2022-11-23 04:37:38 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 7 after 3000 steps:
                                                           
Epoch:  70%|███████   | 7/10 [7:35:53<2:27:24, 2948.20s/it]    
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2022-11-23 04:37:58 - Accuracy src2trg: 91.85
2022-11-23 04:37:58 - Accuracy trg2src: 91.28
2022-11-23 04:37:58 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 7 after 3000 steps:
                                                           
Epoch:  70%|███████   | 7/10 [7:35:54<2:27:24, 2948.20s/it]    
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2022-11-23 04:37:59 - Cosine-Similarity :	Pearson: 0.7096	Spearman: 0.7485
2022-11-23 04:37:59 - Manhattan-Distance:	Pearson: 0.7159	Spearman: 0.7286
2022-11-23 04:37:59 - Euclidean-Distance:	Pearson: 0.7149	Spearman: 0.7272
2022-11-23 04:37:59 - Dot-Product-Similarity:	Pearson: 0.6566	Spearman: 0.6703
2022-11-23 04:37:59 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 7 after 3000 steps:
                                                           
Epoch:  70%|███████   | 7/10 [7:35:54<2:27:24, 2948.20s/it]    
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2022-11-23 04:37:59 - Cosine-Similarity :	Pearson: 0.6027	Spearman: 0.6290
2022-11-23 04:37:59 - Manhattan-Distance:	Pearson: 0.6002	Spearman: 0.5903
2022-11-23 04:37:59 - Euclidean-Distance:	Pearson: 0.6016	Spearman: 0.5902
2022-11-23 04:37:59 - Dot-Product-Similarity:	Pearson: 0.5244	Spearman: 0.5377
2022-11-23 04:37:59 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 7 after 3000 steps:
                                                           
Epoch:  70%|███████   | 7/10 [7:35:54<2:27:24, 2948.20s/it]    
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Epoch:  70%|███████   | 7/10 [7:35:54<2:27:24, 2948.20s/it]    
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2022-11-23 04:37:59 - Cosine-Similarity :	Pearson: 0.7308	Spearman: 0.7726
2022-11-23 04:37:59 - Manhattan-Distance:	Pearson: 0.7581	Spearman: 0.7534
2022-11-23 04:37:59 - Euclidean-Distance:	Pearson: 0.7569	Spearman: 0.7525
2022-11-23 04:37:59 - Dot-Product-Similarity:	Pearson: 0.6172	Spearman: 0.6482
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Epoch:  70%|███████   | 7/10 [7:39:13<2:27:24, 2948.20s/it]    
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2022-11-23 04:41:18 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 7 after 4000 steps:
2022-11-23 04:41:18 - MSE (*100):	0.073318
2022-11-23 04:41:18 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 7 after 4000 steps:
                                                           
Epoch:  70%|███████   | 7/10 [7:39:34<2:27:24, 2948.20s/it]    
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Epoch:  70%|███████   | 7/10 [7:39:34<2:27:24, 2948.20s/it]    
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2022-11-23 04:41:39 - Accuracy src2trg: 91.81
2022-11-23 04:41:39 - Accuracy trg2src: 91.13
2022-11-23 04:41:39 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 7 after 4000 steps:
                                                           
Epoch:  70%|███████   | 7/10 [7:39:34<2:27:24, 2948.20s/it]    
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2022-11-23 04:41:39 - Cosine-Similarity :	Pearson: 0.7096	Spearman: 0.7485
2022-11-23 04:41:39 - Manhattan-Distance:	Pearson: 0.7159	Spearman: 0.7290
2022-11-23 04:41:39 - Euclidean-Distance:	Pearson: 0.7150	Spearman: 0.7262
2022-11-23 04:41:39 - Dot-Product-Similarity:	Pearson: 0.6530	Spearman: 0.6663
2022-11-23 04:41:39 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 7 after 4000 steps:
                                                           
Epoch:  70%|███████   | 7/10 [7:39:34<2:27:24, 2948.20s/it]    
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2022-11-23 04:41:39 - Cosine-Similarity :	Pearson: 0.6060	Spearman: 0.6309
2022-11-23 04:41:39 - Manhattan-Distance:	Pearson: 0.6034	Spearman: 0.5921
2022-11-23 04:41:39 - Euclidean-Distance:	Pearson: 0.6048	Spearman: 0.5954
2022-11-23 04:41:39 - Dot-Product-Similarity:	Pearson: 0.5181	Spearman: 0.5354
2022-11-23 04:41:39 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 7 after 4000 steps:
                                                           
Epoch:  70%|███████   | 7/10 [7:39:35<2:27:24, 2948.20s/it]    
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Epoch:  70%|███████   | 7/10 [7:39:35<2:27:24, 2948.20s/it]    
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Epoch:  70%|███████   | 7/10 [7:39:35<2:27:24, 2948.20s/it]    
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Epoch:  70%|███████   | 7/10 [7:39:35<2:27:24, 2948.20s/it]    
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2022-11-23 04:41:39 - Cosine-Similarity :	Pearson: 0.7317	Spearman: 0.7711
2022-11-23 04:41:40 - Manhattan-Distance:	Pearson: 0.7599	Spearman: 0.7535
2022-11-23 04:41:40 - Euclidean-Distance:	Pearson: 0.7589	Spearman: 0.7516
2022-11-23 04:41:40 - Dot-Product-Similarity:	Pearson: 0.6110	Spearman: 0.6395
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Epoch:  70%|███████   | 7/10 [7:42:55<2:27:24, 2948.20s/it]    
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2022-11-23 04:45:00 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 7 after 5000 steps:
2022-11-23 04:45:00 - MSE (*100):	0.073264
2022-11-23 04:45:00 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 7 after 5000 steps:
                                                           
Epoch:  70%|███████   | 7/10 [7:43:15<2:27:24, 2948.20s/it]    
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Epoch:  70%|███████   | 7/10 [7:43:15<2:27:24, 2948.20s/it]    
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2022-11-23 04:45:20 - Accuracy src2trg: 91.88
2022-11-23 04:45:20 - Accuracy trg2src: 91.21
2022-11-23 04:45:20 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 7 after 5000 steps:
                                                           
Epoch:  70%|███████   | 7/10 [7:43:16<2:27:24, 2948.20s/it]    
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2022-11-23 04:45:21 - Cosine-Similarity :	Pearson: 0.7084	Spearman: 0.7479
2022-11-23 04:45:21 - Manhattan-Distance:	Pearson: 0.7163	Spearman: 0.7298
2022-11-23 04:45:21 - Euclidean-Distance:	Pearson: 0.7152	Spearman: 0.7276
2022-11-23 04:45:21 - Dot-Product-Similarity:	Pearson: 0.6592	Spearman: 0.6733
2022-11-23 04:45:21 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 7 after 5000 steps:
                                                           
Epoch:  70%|███████   | 7/10 [7:43:16<2:27:24, 2948.20s/it]    
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2022-11-23 04:45:21 - Cosine-Similarity :	Pearson: 0.6047	Spearman: 0.6303
2022-11-23 04:45:21 - Manhattan-Distance:	Pearson: 0.6039	Spearman: 0.5940
2022-11-23 04:45:21 - Euclidean-Distance:	Pearson: 0.6052	Spearman: 0.5960
2022-11-23 04:45:21 - Dot-Product-Similarity:	Pearson: 0.5228	Spearman: 0.5380
2022-11-23 04:45:21 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 7 after 5000 steps:
                                                           
Epoch:  70%|███████   | 7/10 [7:43:16<2:27:24, 2948.20s/it]    
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2022-11-23 04:45:21 - Cosine-Similarity :	Pearson: 0.7311	Spearman: 0.7710
2022-11-23 04:45:21 - Manhattan-Distance:	Pearson: 0.7588	Spearman: 0.7535
2022-11-23 04:45:21 - Euclidean-Distance:	Pearson: 0.7576	Spearman: 0.7528
2022-11-23 04:45:21 - Dot-Product-Similarity:	Pearson: 0.6191	Spearman: 0.6489
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Epoch:  70%|███████   | 7/10 [7:46:37<2:27:24, 2948.20s/it]    
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2022-11-23 04:48:42 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 7 after 6000 steps:
2022-11-23 04:48:42 - MSE (*100):	0.073168
2022-11-23 04:48:42 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 7 after 6000 steps:
                                                           
Epoch:  70%|███████   | 7/10 [7:46:57<2:27:24, 2948.20s/it]    
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2022-11-23 04:49:02 - Accuracy src2trg: 91.90
2022-11-23 04:49:02 - Accuracy trg2src: 91.32
2022-11-23 04:49:02 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 7 after 6000 steps:
                                                           
Epoch:  70%|███████   | 7/10 [7:46:58<2:27:24, 2948.20s/it]    
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2022-11-23 04:49:03 - Cosine-Similarity :	Pearson: 0.7086	Spearman: 0.7493
2022-11-23 04:49:03 - Manhattan-Distance:	Pearson: 0.7170	Spearman: 0.7291
2022-11-23 04:49:03 - Euclidean-Distance:	Pearson: 0.7159	Spearman: 0.7276
2022-11-23 04:49:03 - Dot-Product-Similarity:	Pearson: 0.6513	Spearman: 0.6655
2022-11-23 04:49:03 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 7 after 6000 steps:
                                                           
Epoch:  70%|███████   | 7/10 [7:46:58<2:27:24, 2948.20s/it]    
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2022-11-23 04:49:03 - Cosine-Similarity :	Pearson: 0.6045	Spearman: 0.6309
2022-11-23 04:49:03 - Manhattan-Distance:	Pearson: 0.6021	Spearman: 0.5917
2022-11-23 04:49:03 - Euclidean-Distance:	Pearson: 0.6034	Spearman: 0.5935
2022-11-23 04:49:03 - Dot-Product-Similarity:	Pearson: 0.5221	Spearman: 0.5378
2022-11-23 04:49:03 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 7 after 6000 steps:
                                                           
Epoch:  70%|███████   | 7/10 [7:46:58<2:27:24, 2948.20s/it]    
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2022-11-23 04:49:03 - Cosine-Similarity :	Pearson: 0.7302	Spearman: 0.7696
2022-11-23 04:49:03 - Manhattan-Distance:	Pearson: 0.7578	Spearman: 0.7528
2022-11-23 04:49:03 - Euclidean-Distance:	Pearson: 0.7566	Spearman: 0.7506
2022-11-23 04:49:03 - Dot-Product-Similarity:	Pearson: 0.6137	Spearman: 0.6428
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Epoch:  70%|███████   | 7/10 [7:50:18<2:27:24, 2948.20s/it]    
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2022-11-23 04:52:23 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 7 after 7000 steps:
2022-11-23 04:52:23 - MSE (*100):	0.073116
2022-11-23 04:52:23 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 7 after 7000 steps:
                                                           
Epoch:  70%|███████   | 7/10 [7:50:39<2:27:24, 2948.20s/it]    
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2022-11-23 04:52:44 - Accuracy src2trg: 91.93
2022-11-23 04:52:44 - Accuracy trg2src: 91.33
2022-11-23 04:52:44 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 7 after 7000 steps:
                                                           
Epoch:  70%|███████   | 7/10 [7:50:40<2:27:24, 2948.20s/it]    
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2022-11-23 04:52:44 - Cosine-Similarity :	Pearson: 0.7101	Spearman: 0.7496
2022-11-23 04:52:45 - Manhattan-Distance:	Pearson: 0.7174	Spearman: 0.7303
2022-11-23 04:52:45 - Euclidean-Distance:	Pearson: 0.7162	Spearman: 0.7284
2022-11-23 04:52:45 - Dot-Product-Similarity:	Pearson: 0.6541	Spearman: 0.6668
2022-11-23 04:52:45 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 7 after 7000 steps:
                                                           
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2022-11-23 04:52:45 - Cosine-Similarity :	Pearson: 0.6045	Spearman: 0.6301
2022-11-23 04:52:45 - Manhattan-Distance:	Pearson: 0.6025	Spearman: 0.5916
2022-11-23 04:52:45 - Euclidean-Distance:	Pearson: 0.6037	Spearman: 0.5942
2022-11-23 04:52:45 - Dot-Product-Similarity:	Pearson: 0.5193	Spearman: 0.5347
2022-11-23 04:52:45 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 7 after 7000 steps:
                                                           
Epoch:  70%|███████   | 7/10 [7:50:40<2:27:24, 2948.20s/it]    
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2022-11-23 04:52:45 - Cosine-Similarity :	Pearson: 0.7321	Spearman: 0.7713
2022-11-23 04:52:45 - Manhattan-Distance:	Pearson: 0.7593	Spearman: 0.7550
2022-11-23 04:52:45 - Euclidean-Distance:	Pearson: 0.7582	Spearman: 0.7529
2022-11-23 04:52:45 - Dot-Product-Similarity:	Pearson: 0.6143	Spearman: 0.6415
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Epoch:  70%|███████   | 7/10 [7:54:01<2:27:24, 2948.20s/it]    
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Epoch:  70%|███████   | 7/10 [7:54:01<2:27:24, 2948.20s/it]    
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2022-11-23 04:56:06 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 7 after 8000 steps:
2022-11-23 04:56:06 - MSE (*100):	0.073101
2022-11-23 04:56:06 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 7 after 8000 steps:
                                                           
Epoch:  70%|███████   | 7/10 [7:54:21<2:27:24, 2948.20s/it]    
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Epoch:  70%|███████   | 7/10 [7:54:21<2:27:24, 2948.20s/it]    
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2022-11-23 04:56:26 - Accuracy src2trg: 91.92
2022-11-23 04:56:26 - Accuracy trg2src: 91.30
2022-11-23 04:56:26 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 7 after 8000 steps:
                                                           
Epoch:  70%|███████   | 7/10 [7:54:22<2:27:24, 2948.20s/it]    
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2022-11-23 04:56:27 - Cosine-Similarity :	Pearson: 0.7075	Spearman: 0.7473
2022-11-23 04:56:27 - Manhattan-Distance:	Pearson: 0.7154	Spearman: 0.7292
2022-11-23 04:56:27 - Euclidean-Distance:	Pearson: 0.7144	Spearman: 0.7274
2022-11-23 04:56:27 - Dot-Product-Similarity:	Pearson: 0.6508	Spearman: 0.6638
2022-11-23 04:56:27 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 7 after 8000 steps:
                                                           
Epoch:  70%|███████   | 7/10 [7:54:22<2:27:24, 2948.20s/it]    
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2022-11-23 04:56:27 - Cosine-Similarity :	Pearson: 0.6048	Spearman: 0.6313
2022-11-23 04:56:27 - Manhattan-Distance:	Pearson: 0.6026	Spearman: 0.5927
2022-11-23 04:56:27 - Euclidean-Distance:	Pearson: 0.6036	Spearman: 0.5941
2022-11-23 04:56:27 - Dot-Product-Similarity:	Pearson: 0.5238	Spearman: 0.5381
2022-11-23 04:56:27 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 7 after 8000 steps:
                                                           
Epoch:  70%|███████   | 7/10 [7:54:22<2:27:24, 2948.20s/it]    
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Epoch:  70%|███████   | 7/10 [7:54:22<2:27:24, 2948.20s/it]    
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2022-11-23 04:56:27 - Cosine-Similarity :	Pearson: 0.7323	Spearman: 0.7724
2022-11-23 04:56:27 - Manhattan-Distance:	Pearson: 0.7591	Spearman: 0.7542
2022-11-23 04:56:27 - Euclidean-Distance:	Pearson: 0.7582	Spearman: 0.7526
2022-11-23 04:56:27 - Dot-Product-Similarity:	Pearson: 0.6143	Spearman: 0.6402
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                                                           t/s]
Epoch:  70%|███████   | 7/10 [7:57:42<2:27:24, 2948.20s/it]    
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Epoch:  70%|███████   | 7/10 [7:57:42<2:27:24, 2948.20s/it]    
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Epoch:  70%|███████   | 7/10 [7:57:42<2:27:24, 2948.20s/it]    
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2022-11-23 04:59:47 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 7 after 9000 steps:
2022-11-23 04:59:47 - MSE (*100):	0.073154
2022-11-23 04:59:47 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 7 after 9000 steps:
                                                           
Epoch:  70%|███████   | 7/10 [7:58:03<2:27:24, 2948.20s/it]    
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Epoch:  70%|███████   | 7/10 [7:58:03<2:27:24, 2948.20s/it]    
Iteration:  78%|███████▊  | 8999/11591 [33:15<08:16,  5.22it/s]
2022-11-23 05:00:08 - Accuracy src2trg: 91.96
2022-11-23 05:00:08 - Accuracy trg2src: 91.31
2022-11-23 05:00:08 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 7 after 9000 steps:
                                                           
Epoch:  70%|███████   | 7/10 [7:58:03<2:27:24, 2948.20s/it]    
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2022-11-23 05:00:08 - Cosine-Similarity :	Pearson: 0.7088	Spearman: 0.7479
2022-11-23 05:00:08 - Manhattan-Distance:	Pearson: 0.7156	Spearman: 0.7289
2022-11-23 05:00:08 - Euclidean-Distance:	Pearson: 0.7146	Spearman: 0.7268
2022-11-23 05:00:08 - Dot-Product-Similarity:	Pearson: 0.6598	Spearman: 0.6717
2022-11-23 05:00:08 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 7 after 9000 steps:
                                                           
Epoch:  70%|███████   | 7/10 [7:58:03<2:27:24, 2948.20s/it]    
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2022-11-23 05:00:08 - Cosine-Similarity :	Pearson: 0.6039	Spearman: 0.6298
2022-11-23 05:00:08 - Manhattan-Distance:	Pearson: 0.6033	Spearman: 0.5927
2022-11-23 05:00:08 - Euclidean-Distance:	Pearson: 0.6046	Spearman: 0.5954
2022-11-23 05:00:08 - Dot-Product-Similarity:	Pearson: 0.5217	Spearman: 0.5378
2022-11-23 05:00:08 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 7 after 9000 steps:
                                                           
Epoch:  70%|███████   | 7/10 [7:58:04<2:27:24, 2948.20s/it]    
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Epoch:  70%|███████   | 7/10 [7:58:04<2:27:24, 2948.20s/it]    
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2022-11-23 05:00:09 - Cosine-Similarity :	Pearson: 0.7337	Spearman: 0.7740
2022-11-23 05:00:09 - Manhattan-Distance:	Pearson: 0.7600	Spearman: 0.7548
2022-11-23 05:00:09 - Euclidean-Distance:	Pearson: 0.7589	Spearman: 0.7539
2022-11-23 05:00:09 - Dot-Product-Similarity:	Pearson: 0.6207	Spearman: 0.6466
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Epoch:  70%|███████   | 7/10 [8:01:24<2:27:24, 2948.20s/it]    
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2022-11-23 05:03:29 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 7 after 10000 steps:
2022-11-23 05:03:29 - MSE (*100):	0.073071
2022-11-23 05:03:29 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 7 after 10000 steps:
                                                           
Epoch:  70%|███████   | 7/10 [8:01:44<2:27:24, 2948.20s/it]    
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Epoch:  70%|███████   | 7/10 [8:01:44<2:27:24, 2948.20s/it]    
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2022-11-23 05:03:49 - Accuracy src2trg: 92.00
2022-11-23 05:03:49 - Accuracy trg2src: 91.31
2022-11-23 05:03:49 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 7 after 10000 steps:
                                                           
Epoch:  70%|███████   | 7/10 [8:01:45<2:27:24, 2948.20s/it]    
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2022-11-23 05:03:50 - Cosine-Similarity :	Pearson: 0.7117	Spearman: 0.7502
2022-11-23 05:03:50 - Manhattan-Distance:	Pearson: 0.7182	Spearman: 0.7319
2022-11-23 05:03:50 - Euclidean-Distance:	Pearson: 0.7170	Spearman: 0.7296
2022-11-23 05:03:50 - Dot-Product-Similarity:	Pearson: 0.6597	Spearman: 0.6731
2022-11-23 05:03:50 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 7 after 10000 steps:
                                                           
Epoch:  70%|███████   | 7/10 [8:01:45<2:27:24, 2948.20s/it]    
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Epoch:  70%|███████   | 7/10 [8:01:45<2:27:24, 2948.20s/it]    
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2022-11-23 05:03:50 - Cosine-Similarity :	Pearson: 0.6065	Spearman: 0.6311
2022-11-23 05:03:50 - Manhattan-Distance:	Pearson: 0.6038	Spearman: 0.5935
2022-11-23 05:03:50 - Euclidean-Distance:	Pearson: 0.6051	Spearman: 0.5952
2022-11-23 05:03:50 - Dot-Product-Similarity:	Pearson: 0.5233	Spearman: 0.5364
2022-11-23 05:03:50 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 7 after 10000 steps:
                                                           
Epoch:  70%|███████   | 7/10 [8:01:45<2:27:24, 2948.20s/it]    
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Epoch:  70%|███████   | 7/10 [8:01:45<2:27:24, 2948.20s/it]    
Iteration:  86%|████████▋ | 9999/11591 [36:58<05:02,  5.27it/s]
2022-11-23 05:03:50 - Cosine-Similarity :	Pearson: 0.7330	Spearman: 0.7739
2022-11-23 05:03:50 - Manhattan-Distance:	Pearson: 0.7600	Spearman: 0.7551
2022-11-23 05:03:50 - Euclidean-Distance:	Pearson: 0.7589	Spearman: 0.7552
2022-11-23 05:03:50 - Dot-Product-Similarity:	Pearson: 0.6142	Spearman: 0.6425
2022-11-23 05:03:50 - Save model to output/make-multilingual-en-es-2022-11-22_20-59-30
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Epoch:  70%|███████   | 7/10 [8:05:05<2:27:24, 2948.20s/it]     
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2022-11-23 05:07:10 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 7 after 11000 steps:
2022-11-23 05:07:10 - MSE (*100):	0.073060
2022-11-23 05:07:10 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 7 after 11000 steps:
                                                           
Epoch:  70%|███████   | 7/10 [8:05:26<2:27:24, 2948.20s/it]     
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Epoch:  70%|███████   | 7/10 [8:05:26<2:27:24, 2948.20s/it]     
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2022-11-23 05:07:31 - Accuracy src2trg: 91.95
2022-11-23 05:07:31 - Accuracy trg2src: 91.34
2022-11-23 05:07:31 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 7 after 11000 steps:
                                                           
Epoch:  70%|███████   | 7/10 [8:05:26<2:27:24, 2948.20s/it]     
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2022-11-23 05:07:31 - Cosine-Similarity :	Pearson: 0.7097	Spearman: 0.7503
2022-11-23 05:07:31 - Manhattan-Distance:	Pearson: 0.7176	Spearman: 0.7290
2022-11-23 05:07:31 - Euclidean-Distance:	Pearson: 0.7166	Spearman: 0.7290
2022-11-23 05:07:31 - Dot-Product-Similarity:	Pearson: 0.6566	Spearman: 0.6691
2022-11-23 05:07:31 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 7 after 11000 steps:
                                                           
Epoch:  70%|███████   | 7/10 [8:05:27<2:27:24, 2948.20s/it]     
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2022-11-23 05:07:32 - Cosine-Similarity :	Pearson: 0.6048	Spearman: 0.6317
2022-11-23 05:07:32 - Manhattan-Distance:	Pearson: 0.6036	Spearman: 0.5929
2022-11-23 05:07:32 - Euclidean-Distance:	Pearson: 0.6050	Spearman: 0.5949
2022-11-23 05:07:32 - Dot-Product-Similarity:	Pearson: 0.5213	Spearman: 0.5390
2022-11-23 05:07:32 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 7 after 11000 steps:
                                                           
Epoch:  70%|███████   | 7/10 [8:05:27<2:27:24, 2948.20s/it]     
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Epoch:  70%|███████   | 7/10 [8:05:27<2:27:24, 2948.20s/it]     
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Epoch:  70%|███████   | 7/10 [8:05:27<2:27:24, 2948.20s/it]     
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2022-11-23 05:07:32 - Cosine-Similarity :	Pearson: 0.7317	Spearman: 0.7727
2022-11-23 05:07:32 - Manhattan-Distance:	Pearson: 0.7589	Spearman: 0.7533
2022-11-23 05:07:32 - Euclidean-Distance:	Pearson: 0.7579	Spearman: 0.7524
2022-11-23 05:07:32 - Dot-Product-Similarity:	Pearson: 0.6146	Spearman: 0.6449
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2022-11-23 05:09:34 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset after epoch 7:
2022-11-23 05:09:34 - MSE (*100):	0.073012
2022-11-23 05:09:34 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset after epoch 7:
Epoch:  70%|███████   | 7/10 [8:07:50<2:27:24, 2948.20s/it]
2022-11-23 05:09:55 - Accuracy src2trg: 91.96
2022-11-23 05:09:55 - Accuracy trg2src: 91.38
2022-11-23 05:09:55 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset after epoch 7:
Epoch:  70%|███████   | 7/10 [8:07:51<2:27:24, 2948.20s/it]
2022-11-23 05:09:56 - Cosine-Similarity :	Pearson: 0.7094	Spearman: 0.7499
2022-11-23 05:09:56 - Manhattan-Distance:	Pearson: 0.7182	Spearman: 0.7313
2022-11-23 05:09:56 - Euclidean-Distance:	Pearson: 0.7171	Spearman: 0.7313
2022-11-23 05:09:56 - Dot-Product-Similarity:	Pearson: 0.6604	Spearman: 0.6715
2022-11-23 05:09:56 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset after epoch 7:
Epoch:  70%|███████   | 7/10 [8:07:51<2:27:24, 2948.20s/it]
2022-11-23 05:09:56 - Cosine-Similarity :	Pearson: 0.6052	Spearman: 0.6325
2022-11-23 05:09:56 - Manhattan-Distance:	Pearson: 0.6033	Spearman: 0.5934
2022-11-23 05:09:56 - Euclidean-Distance:	Pearson: 0.6046	Spearman: 0.5938
2022-11-23 05:09:56 - Dot-Product-Similarity:	Pearson: 0.5266	Spearman: 0.5422
2022-11-23 05:09:56 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset after epoch 7:
Epoch:  70%|███████   | 7/10 [8:07:51<2:27:24, 2948.20s/it]
2022-11-23 05:09:56 - Cosine-Similarity :	Pearson: 0.7328	Spearman: 0.7739
2022-11-23 05:09:56 - Manhattan-Distance:	Pearson: 0.7597	Spearman: 0.7532
2022-11-23 05:09:56 - Euclidean-Distance:	Pearson: 0.7587	Spearman: 0.7538
2022-11-23 05:09:56 - Dot-Product-Similarity:	Pearson: 0.6187	Spearman: 0.6484
2022-11-23 05:09:56 - Save model to output/make-multilingual-en-es-2022-11-22_20-59-30
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Epoch:  80%|████████  | 8/10 [8:11:12<1:34:25, 2832.53s/it]   
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2022-11-23 05:13:17 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 8 after 1000 steps:
2022-11-23 05:13:17 - MSE (*100):	0.072972
2022-11-23 05:13:17 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 8 after 1000 steps:
                                                           
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2022-11-23 05:13:38 - Accuracy src2trg: 92.05
2022-11-23 05:13:38 - Accuracy trg2src: 91.31
2022-11-23 05:13:38 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 8 after 1000 steps:
                                                           
Epoch:  80%|████████  | 8/10 [8:11:33<1:34:25, 2832.53s/it]   
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2022-11-23 05:13:38 - Cosine-Similarity :	Pearson: 0.7062	Spearman: 0.7463
2022-11-23 05:13:38 - Manhattan-Distance:	Pearson: 0.7157	Spearman: 0.7294
2022-11-23 05:13:38 - Euclidean-Distance:	Pearson: 0.7146	Spearman: 0.7275
2022-11-23 05:13:38 - Dot-Product-Similarity:	Pearson: 0.6531	Spearman: 0.6643
2022-11-23 05:13:38 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 8 after 1000 steps:
                                                           
Epoch:  80%|████████  | 8/10 [8:11:33<1:34:25, 2832.53s/it]   
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2022-11-23 05:13:38 - Cosine-Similarity :	Pearson: 0.6016	Spearman: 0.6283
2022-11-23 05:13:38 - Manhattan-Distance:	Pearson: 0.6014	Spearman: 0.5913
2022-11-23 05:13:38 - Euclidean-Distance:	Pearson: 0.6028	Spearman: 0.5929
2022-11-23 05:13:38 - Dot-Product-Similarity:	Pearson: 0.5202	Spearman: 0.5358
2022-11-23 05:13:38 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 8 after 1000 steps:
                                                           
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2022-11-23 05:13:38 - Cosine-Similarity :	Pearson: 0.7317	Spearman: 0.7727
2022-11-23 05:13:38 - Manhattan-Distance:	Pearson: 0.7597	Spearman: 0.7548
2022-11-23 05:13:38 - Euclidean-Distance:	Pearson: 0.7586	Spearman: 0.7532
2022-11-23 05:13:38 - Dot-Product-Similarity:	Pearson: 0.6171	Spearman: 0.6468
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Epoch:  80%|████████  | 8/10 [8:14:53<1:34:25, 2832.53s/it]    
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2022-11-23 05:16:58 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 8 after 2000 steps:
2022-11-23 05:16:58 - MSE (*100):	0.072960
2022-11-23 05:16:58 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 8 after 2000 steps:
                                                           
Epoch:  80%|████████  | 8/10 [8:15:13<1:34:25, 2832.53s/it]    
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2022-11-23 05:17:18 - Accuracy src2trg: 91.95
2022-11-23 05:17:18 - Accuracy trg2src: 91.23
2022-11-23 05:17:18 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 8 after 2000 steps:
                                                           
Epoch:  80%|████████  | 8/10 [8:15:14<1:34:25, 2832.53s/it]    
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2022-11-23 05:17:19 - Cosine-Similarity :	Pearson: 0.7070	Spearman: 0.7465
2022-11-23 05:17:19 - Manhattan-Distance:	Pearson: 0.7153	Spearman: 0.7269
2022-11-23 05:17:19 - Euclidean-Distance:	Pearson: 0.7141	Spearman: 0.7248
2022-11-23 05:17:19 - Dot-Product-Similarity:	Pearson: 0.6519	Spearman: 0.6668
2022-11-23 05:17:19 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 8 after 2000 steps:
                                                           
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2022-11-23 05:17:19 - Cosine-Similarity :	Pearson: 0.6036	Spearman: 0.6307
2022-11-23 05:17:19 - Manhattan-Distance:	Pearson: 0.6019	Spearman: 0.5919
2022-11-23 05:17:19 - Euclidean-Distance:	Pearson: 0.6032	Spearman: 0.5939
2022-11-23 05:17:19 - Dot-Product-Similarity:	Pearson: 0.5209	Spearman: 0.5351
2022-11-23 05:17:19 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 8 after 2000 steps:
                                                           
Epoch:  80%|████████  | 8/10 [8:15:14<1:34:25, 2832.53s/it]    
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2022-11-23 05:17:19 - Cosine-Similarity :	Pearson: 0.7324	Spearman: 0.7712
2022-11-23 05:17:19 - Manhattan-Distance:	Pearson: 0.7590	Spearman: 0.7530
2022-11-23 05:17:19 - Euclidean-Distance:	Pearson: 0.7581	Spearman: 0.7515
2022-11-23 05:17:19 - Dot-Product-Similarity:	Pearson: 0.6203	Spearman: 0.6465
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Epoch:  80%|████████  | 8/10 [8:18:34<1:34:25, 2832.53s/it]    
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Epoch:  80%|████████  | 8/10 [8:18:34<1:34:25, 2832.53s/it]    
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2022-11-23 05:20:39 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 8 after 3000 steps:
2022-11-23 05:20:39 - MSE (*100):	0.072888
2022-11-23 05:20:39 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 8 after 3000 steps:
                                                           
Epoch:  80%|████████  | 8/10 [8:18:55<1:34:25, 2832.53s/it]    
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Epoch:  80%|████████  | 8/10 [8:18:55<1:34:25, 2832.53s/it]    
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Epoch:  80%|████████  | 8/10 [8:18:55<1:34:25, 2832.53s/it]    
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2022-11-23 05:21:00 - Accuracy src2trg: 91.99
2022-11-23 05:21:00 - Accuracy trg2src: 91.35
2022-11-23 05:21:00 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 8 after 3000 steps:
                                                           
Epoch:  80%|████████  | 8/10 [8:18:56<1:34:25, 2832.53s/it]    
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2022-11-23 05:21:01 - Cosine-Similarity :	Pearson: 0.7097	Spearman: 0.7486
2022-11-23 05:21:01 - Manhattan-Distance:	Pearson: 0.7171	Spearman: 0.7304
2022-11-23 05:21:01 - Euclidean-Distance:	Pearson: 0.7160	Spearman: 0.7273
2022-11-23 05:21:01 - Dot-Product-Similarity:	Pearson: 0.6565	Spearman: 0.6711
2022-11-23 05:21:01 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 8 after 3000 steps:
                                                           
Epoch:  80%|████████  | 8/10 [8:18:56<1:34:25, 2832.53s/it]    
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Epoch:  80%|████████  | 8/10 [8:18:56<1:34:25, 2832.53s/it]    
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2022-11-23 05:21:01 - Cosine-Similarity :	Pearson: 0.6038	Spearman: 0.6317
2022-11-23 05:21:01 - Manhattan-Distance:	Pearson: 0.6030	Spearman: 0.5934
2022-11-23 05:21:01 - Euclidean-Distance:	Pearson: 0.6045	Spearman: 0.5951
2022-11-23 05:21:01 - Dot-Product-Similarity:	Pearson: 0.5196	Spearman: 0.5341
2022-11-23 05:21:01 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 8 after 3000 steps:
                                                           
Epoch:  80%|████████  | 8/10 [8:18:56<1:34:25, 2832.53s/it]    
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Epoch:  80%|████████  | 8/10 [8:18:56<1:34:25, 2832.53s/it]    
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2022-11-23 05:21:01 - Cosine-Similarity :	Pearson: 0.7323	Spearman: 0.7714
2022-11-23 05:21:01 - Manhattan-Distance:	Pearson: 0.7593	Spearman: 0.7524
2022-11-23 05:21:01 - Euclidean-Distance:	Pearson: 0.7582	Spearman: 0.7526
2022-11-23 05:21:01 - Dot-Product-Similarity:	Pearson: 0.6148	Spearman: 0.6441
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                                                           t/s]
Epoch:  80%|████████  | 8/10 [8:22:16<1:34:25, 2832.53s/it]    
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2022-11-23 05:24:21 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 8 after 4000 steps:
2022-11-23 05:24:21 - MSE (*100):	0.072929
2022-11-23 05:24:21 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 8 after 4000 steps:
                                                           
Epoch:  80%|████████  | 8/10 [8:22:36<1:34:25, 2832.53s/it]    
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Epoch:  80%|████████  | 8/10 [8:22:36<1:34:25, 2832.53s/it]    
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2022-11-23 05:24:41 - Accuracy src2trg: 92.04
2022-11-23 05:24:41 - Accuracy trg2src: 91.33
2022-11-23 05:24:41 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 8 after 4000 steps:
                                                           
Epoch:  80%|████████  | 8/10 [8:22:37<1:34:25, 2832.53s/it]    
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2022-11-23 05:24:41 - Cosine-Similarity :	Pearson: 0.7087	Spearman: 0.7473
2022-11-23 05:24:41 - Manhattan-Distance:	Pearson: 0.7181	Spearman: 0.7311
2022-11-23 05:24:41 - Euclidean-Distance:	Pearson: 0.7171	Spearman: 0.7282
2022-11-23 05:24:41 - Dot-Product-Similarity:	Pearson: 0.6564	Spearman: 0.6683
2022-11-23 05:24:41 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 8 after 4000 steps:
                                                           
Epoch:  80%|████████  | 8/10 [8:22:37<1:34:25, 2832.53s/it]    
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2022-11-23 05:24:42 - Cosine-Similarity :	Pearson: 0.6027	Spearman: 0.6263
2022-11-23 05:24:42 - Manhattan-Distance:	Pearson: 0.6032	Spearman: 0.5935
2022-11-23 05:24:42 - Euclidean-Distance:	Pearson: 0.6046	Spearman: 0.5938
2022-11-23 05:24:42 - Dot-Product-Similarity:	Pearson: 0.5191	Spearman: 0.5312
2022-11-23 05:24:42 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 8 after 4000 steps:
                                                           
Epoch:  80%|████████  | 8/10 [8:22:37<1:34:25, 2832.53s/it]    
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2022-11-23 05:24:42 - Cosine-Similarity :	Pearson: 0.7317	Spearman: 0.7716
2022-11-23 05:24:42 - Manhattan-Distance:	Pearson: 0.7605	Spearman: 0.7539
2022-11-23 05:24:42 - Euclidean-Distance:	Pearson: 0.7594	Spearman: 0.7522
2022-11-23 05:24:42 - Dot-Product-Similarity:	Pearson: 0.6145	Spearman: 0.6443
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Epoch:  80%|████████  | 8/10 [8:25:57<1:34:25, 2832.53s/it]    
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2022-11-23 05:28:02 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 8 after 5000 steps:
2022-11-23 05:28:02 - MSE (*100):	0.072857
2022-11-23 05:28:02 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 8 after 5000 steps:
                                                           
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2022-11-23 05:28:23 - Accuracy src2trg: 92.08
2022-11-23 05:28:23 - Accuracy trg2src: 91.37
2022-11-23 05:28:23 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 8 after 5000 steps:
                                                           
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2022-11-23 05:28:23 - Cosine-Similarity :	Pearson: 0.7105	Spearman: 0.7506
2022-11-23 05:28:23 - Manhattan-Distance:	Pearson: 0.7191	Spearman: 0.7321
2022-11-23 05:28:23 - Euclidean-Distance:	Pearson: 0.7180	Spearman: 0.7293
2022-11-23 05:28:23 - Dot-Product-Similarity:	Pearson: 0.6573	Spearman: 0.6705
2022-11-23 05:28:23 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 8 after 5000 steps:
                                                           
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2022-11-23 05:28:23 - Cosine-Similarity :	Pearson: 0.6051	Spearman: 0.6323
2022-11-23 05:28:23 - Manhattan-Distance:	Pearson: 0.6048	Spearman: 0.5940
2022-11-23 05:28:23 - Euclidean-Distance:	Pearson: 0.6063	Spearman: 0.5967
2022-11-23 05:28:23 - Dot-Product-Similarity:	Pearson: 0.5223	Spearman: 0.5364
2022-11-23 05:28:23 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 8 after 5000 steps:
                                                           
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2022-11-23 05:28:24 - Cosine-Similarity :	Pearson: 0.7338	Spearman: 0.7740
2022-11-23 05:28:24 - Manhattan-Distance:	Pearson: 0.7609	Spearman: 0.7554
2022-11-23 05:28:24 - Euclidean-Distance:	Pearson: 0.7599	Spearman: 0.7547
2022-11-23 05:28:24 - Dot-Product-Similarity:	Pearson: 0.6167	Spearman: 0.6434
2022-11-23 05:28:24 - Save model to output/make-multilingual-en-es-2022-11-22_20-59-30
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2022-11-23 05:31:45 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 8 after 6000 steps:
2022-11-23 05:31:45 - MSE (*100):	0.072820
2022-11-23 05:31:45 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 8 after 6000 steps:
                                                           
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2022-11-23 05:32:06 - Accuracy src2trg: 92.01
2022-11-23 05:32:06 - Accuracy trg2src: 91.31
2022-11-23 05:32:06 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 8 after 6000 steps:
                                                           
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2022-11-23 05:32:07 - Cosine-Similarity :	Pearson: 0.7110	Spearman: 0.7519
2022-11-23 05:32:07 - Manhattan-Distance:	Pearson: 0.7189	Spearman: 0.7322
2022-11-23 05:32:07 - Euclidean-Distance:	Pearson: 0.7176	Spearman: 0.7306
2022-11-23 05:32:07 - Dot-Product-Similarity:	Pearson: 0.6563	Spearman: 0.6674
2022-11-23 05:32:07 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 8 after 6000 steps:
                                                           
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2022-11-23 05:32:07 - Cosine-Similarity :	Pearson: 0.6057	Spearman: 0.6317
2022-11-23 05:32:07 - Manhattan-Distance:	Pearson: 0.6043	Spearman: 0.5947
2022-11-23 05:32:07 - Euclidean-Distance:	Pearson: 0.6058	Spearman: 0.5943
2022-11-23 05:32:07 - Dot-Product-Similarity:	Pearson: 0.5191	Spearman: 0.5333
2022-11-23 05:32:07 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 8 after 6000 steps:
                                                           
Epoch:  80%|████████  | 8/10 [8:30:02<1:34:25, 2832.53s/it]    
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2022-11-23 05:32:07 - Cosine-Similarity :	Pearson: 0.7342	Spearman: 0.7740
2022-11-23 05:32:07 - Manhattan-Distance:	Pearson: 0.7606	Spearman: 0.7551
2022-11-23 05:32:07 - Euclidean-Distance:	Pearson: 0.7595	Spearman: 0.7545
2022-11-23 05:32:07 - Dot-Product-Similarity:	Pearson: 0.6137	Spearman: 0.6446
2022-11-23 05:32:07 - Save model to output/make-multilingual-en-es-2022-11-22_20-59-30
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Epoch:  80%|████████  | 8/10 [8:33:22<1:34:25, 2832.53s/it]    
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2022-11-23 05:35:27 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 8 after 7000 steps:
2022-11-23 05:35:27 - MSE (*100):	0.072805
2022-11-23 05:35:27 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 8 after 7000 steps:
                                                           
Epoch:  80%|████████  | 8/10 [8:33:43<1:34:25, 2832.53s/it]    
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2022-11-23 05:35:48 - Accuracy src2trg: 92.06
2022-11-23 05:35:48 - Accuracy trg2src: 91.41
2022-11-23 05:35:48 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 8 after 7000 steps:
                                                           
Epoch:  80%|████████  | 8/10 [8:33:43<1:34:25, 2832.53s/it]    
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Epoch:  80%|████████  | 8/10 [8:33:43<1:34:25, 2832.53s/it]    
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Epoch:  80%|████████  | 8/10 [8:33:43<1:34:25, 2832.53s/it]    
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2022-11-23 05:35:48 - Cosine-Similarity :	Pearson: 0.7106	Spearman: 0.7500
2022-11-23 05:35:48 - Manhattan-Distance:	Pearson: 0.7188	Spearman: 0.7315
2022-11-23 05:35:48 - Euclidean-Distance:	Pearson: 0.7175	Spearman: 0.7300
2022-11-23 05:35:48 - Dot-Product-Similarity:	Pearson: 0.6532	Spearman: 0.6671
2022-11-23 05:35:48 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 8 after 7000 steps:
                                                           
Epoch:  80%|████████  | 8/10 [8:33:44<1:34:25, 2832.53s/it]    
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2022-11-23 05:35:49 - Cosine-Similarity :	Pearson: 0.6067	Spearman: 0.6328
2022-11-23 05:35:49 - Manhattan-Distance:	Pearson: 0.6036	Spearman: 0.5936
2022-11-23 05:35:49 - Euclidean-Distance:	Pearson: 0.6050	Spearman: 0.5930
2022-11-23 05:35:49 - Dot-Product-Similarity:	Pearson: 0.5216	Spearman: 0.5346
2022-11-23 05:35:49 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 8 after 7000 steps:
                                                           
Epoch:  80%|████████  | 8/10 [8:33:44<1:34:25, 2832.53s/it]    
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Epoch:  80%|████████  | 8/10 [8:33:44<1:34:25, 2832.53s/it]    
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2022-11-23 05:35:49 - Cosine-Similarity :	Pearson: 0.7321	Spearman: 0.7722
2022-11-23 05:35:49 - Manhattan-Distance:	Pearson: 0.7598	Spearman: 0.7538
2022-11-23 05:35:49 - Euclidean-Distance:	Pearson: 0.7589	Spearman: 0.7535
2022-11-23 05:35:49 - Dot-Product-Similarity:	Pearson: 0.6102	Spearman: 0.6376
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Epoch:  80%|████████  | 8/10 [8:37:04<1:34:25, 2832.53s/it]    
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Epoch:  80%|████████  | 8/10 [8:37:04<1:34:25, 2832.53s/it]    
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Epoch:  80%|████████  | 8/10 [8:37:04<1:34:25, 2832.53s/it]    
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2022-11-23 05:39:09 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 8 after 8000 steps:
2022-11-23 05:39:09 - MSE (*100):	0.072764
2022-11-23 05:39:09 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 8 after 8000 steps:
                                                           
Epoch:  80%|████████  | 8/10 [8:37:25<1:34:25, 2832.53s/it]    
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Epoch:  80%|████████  | 8/10 [8:37:25<1:34:25, 2832.53s/it]    
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Epoch:  80%|████████  | 8/10 [8:37:25<1:34:25, 2832.53s/it]    
Iteration:  69%|██████▉   | 7999/11591 [29:33<11:10,  5.35it/s]
2022-11-23 05:39:30 - Accuracy src2trg: 92.09
2022-11-23 05:39:30 - Accuracy trg2src: 91.40
2022-11-23 05:39:30 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 8 after 8000 steps:
                                                           
Epoch:  80%|████████  | 8/10 [8:37:25<1:34:25, 2832.53s/it]    
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Epoch:  80%|████████  | 8/10 [8:37:25<1:34:25, 2832.53s/it]    
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Epoch:  80%|████████  | 8/10 [8:37:25<1:34:25, 2832.53s/it]    
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Epoch:  80%|████████  | 8/10 [8:37:25<1:34:25, 2832.53s/it]    
Iteration:  69%|██████▉   | 7999/11591 [29:33<11:10,  5.35it/s]
2022-11-23 05:39:30 - Cosine-Similarity :	Pearson: 0.7106	Spearman: 0.7504
2022-11-23 05:39:30 - Manhattan-Distance:	Pearson: 0.7176	Spearman: 0.7303
2022-11-23 05:39:30 - Euclidean-Distance:	Pearson: 0.7164	Spearman: 0.7288
2022-11-23 05:39:30 - Dot-Product-Similarity:	Pearson: 0.6610	Spearman: 0.6747
2022-11-23 05:39:30 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 8 after 8000 steps:
                                                           
Epoch:  80%|████████  | 8/10 [8:37:25<1:34:25, 2832.53s/it]    
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Epoch:  80%|████████  | 8/10 [8:37:25<1:34:25, 2832.53s/it]    
Iteration:  69%|██████▉   | 7999/11591 [29:33<11:10,  5.35it/s]
2022-11-23 05:39:30 - Cosine-Similarity :	Pearson: 0.6059	Spearman: 0.6322
2022-11-23 05:39:30 - Manhattan-Distance:	Pearson: 0.6033	Spearman: 0.5931
2022-11-23 05:39:30 - Euclidean-Distance:	Pearson: 0.6046	Spearman: 0.5927
2022-11-23 05:39:30 - Dot-Product-Similarity:	Pearson: 0.5303	Spearman: 0.5444
2022-11-23 05:39:30 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 8 after 8000 steps:
                                                           
Epoch:  80%|████████  | 8/10 [8:37:26<1:34:25, 2832.53s/it]    
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2022-11-23 05:39:31 - Cosine-Similarity :	Pearson: 0.7338	Spearman: 0.7726
2022-11-23 05:39:31 - Manhattan-Distance:	Pearson: 0.7600	Spearman: 0.7545
2022-11-23 05:39:31 - Euclidean-Distance:	Pearson: 0.7590	Spearman: 0.7533
2022-11-23 05:39:31 - Dot-Product-Similarity:	Pearson: 0.6192	Spearman: 0.6475
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Epoch:  80%|████████  | 8/10 [8:40:46<1:34:25, 2832.53s/it]    
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Epoch:  80%|████████  | 8/10 [8:40:46<1:34:25, 2832.53s/it]    
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Epoch:  80%|████████  | 8/10 [8:40:46<1:34:25, 2832.53s/it]    
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2022-11-23 05:42:51 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 8 after 9000 steps:
2022-11-23 05:42:51 - MSE (*100):	0.072700
2022-11-23 05:42:51 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 8 after 9000 steps:
                                                           
Epoch:  80%|████████  | 8/10 [8:41:07<1:34:25, 2832.53s/it]    
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Epoch:  80%|████████  | 8/10 [8:41:07<1:34:25, 2832.53s/it]    
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Epoch:  80%|████████  | 8/10 [8:41:07<1:34:25, 2832.53s/it]    
Iteration:  78%|███████▊  | 8999/11591 [33:15<08:13,  5.25it/s]
2022-11-23 05:43:12 - Accuracy src2trg: 92.02
2022-11-23 05:43:12 - Accuracy trg2src: 91.33
2022-11-23 05:43:12 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 8 after 9000 steps:
                                                           
Epoch:  80%|████████  | 8/10 [8:41:07<1:34:25, 2832.53s/it]    
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Epoch:  80%|████████  | 8/10 [8:41:07<1:34:25, 2832.53s/it]    
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Epoch:  80%|████████  | 8/10 [8:41:07<1:34:25, 2832.53s/it]    
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Epoch:  80%|████████  | 8/10 [8:41:07<1:34:25, 2832.53s/it]    
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Epoch:  80%|████████  | 8/10 [8:41:07<1:34:25, 2832.53s/it]    
Iteration:  78%|███████▊  | 8999/11591 [33:15<08:13,  5.25it/s]
2022-11-23 05:43:12 - Cosine-Similarity :	Pearson: 0.7116	Spearman: 0.7514
2022-11-23 05:43:12 - Manhattan-Distance:	Pearson: 0.7190	Spearman: 0.7319
2022-11-23 05:43:12 - Euclidean-Distance:	Pearson: 0.7178	Spearman: 0.7302
2022-11-23 05:43:12 - Dot-Product-Similarity:	Pearson: 0.6610	Spearman: 0.6755
2022-11-23 05:43:12 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 8 after 9000 steps:
                                                           
Epoch:  80%|████████  | 8/10 [8:41:08<1:34:25, 2832.53s/it]    
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Epoch:  80%|████████  | 8/10 [8:41:08<1:34:25, 2832.53s/it]    
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Epoch:  80%|████████  | 8/10 [8:41:08<1:34:25, 2832.53s/it]    
Iteration:  78%|███████▊  | 8999/11591 [33:15<08:13,  5.25it/s]
2022-11-23 05:43:13 - Cosine-Similarity :	Pearson: 0.6067	Spearman: 0.6322
2022-11-23 05:43:13 - Manhattan-Distance:	Pearson: 0.6042	Spearman: 0.5936
2022-11-23 05:43:13 - Euclidean-Distance:	Pearson: 0.6059	Spearman: 0.5943
2022-11-23 05:43:13 - Dot-Product-Similarity:	Pearson: 0.5293	Spearman: 0.5435
2022-11-23 05:43:13 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 8 after 9000 steps:
                                                           
Epoch:  80%|████████  | 8/10 [8:41:08<1:34:25, 2832.53s/it]    
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Epoch:  80%|████████  | 8/10 [8:41:08<1:34:25, 2832.53s/it]    
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Epoch:  80%|████████  | 8/10 [8:41:08<1:34:25, 2832.53s/it]    
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Epoch:  80%|████████  | 8/10 [8:41:08<1:34:25, 2832.53s/it]    
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2022-11-23 05:43:13 - Cosine-Similarity :	Pearson: 0.7338	Spearman: 0.7729
2022-11-23 05:43:13 - Manhattan-Distance:	Pearson: 0.7602	Spearman: 0.7556
2022-11-23 05:43:13 - Euclidean-Distance:	Pearson: 0.7593	Spearman: 0.7538
2022-11-23 05:43:13 - Dot-Product-Similarity:	Pearson: 0.6195	Spearman: 0.6461
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Epoch:  80%|████████  | 8/10 [8:44:28<1:34:25, 2832.53s/it]    
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Epoch:  80%|████████  | 8/10 [8:44:28<1:34:25, 2832.53s/it]    
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Epoch:  80%|████████  | 8/10 [8:44:28<1:34:25, 2832.53s/it]    
Iteration:  86%|████████▋ | 9999/11591 [36:36<05:09,  5.14it/s]
2022-11-23 05:46:33 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 8 after 10000 steps:
2022-11-23 05:46:33 - MSE (*100):	0.072717
2022-11-23 05:46:33 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 8 after 10000 steps:
                                                           
Epoch:  80%|████████  | 8/10 [8:44:49<1:34:25, 2832.53s/it]    
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Epoch:  80%|████████  | 8/10 [8:44:49<1:34:25, 2832.53s/it]    
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Epoch:  80%|████████  | 8/10 [8:44:49<1:34:25, 2832.53s/it]    
Iteration:  86%|████████▋ | 9999/11591 [36:57<05:09,  5.14it/s]
2022-11-23 05:46:54 - Accuracy src2trg: 92.00
2022-11-23 05:46:54 - Accuracy trg2src: 91.36
2022-11-23 05:46:54 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 8 after 10000 steps:
                                                           
Epoch:  80%|████████  | 8/10 [8:44:49<1:34:25, 2832.53s/it]    
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Epoch:  80%|████████  | 8/10 [8:44:49<1:34:25, 2832.53s/it]    
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Epoch:  80%|████████  | 8/10 [8:44:49<1:34:25, 2832.53s/it]    
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Epoch:  80%|████████  | 8/10 [8:44:49<1:34:25, 2832.53s/it]    
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Epoch:  80%|████████  | 8/10 [8:44:49<1:34:25, 2832.53s/it]    
Iteration:  86%|████████▋ | 9999/11591 [36:57<05:09,  5.14it/s]
2022-11-23 05:46:54 - Cosine-Similarity :	Pearson: 0.7109	Spearman: 0.7512
2022-11-23 05:46:54 - Manhattan-Distance:	Pearson: 0.7182	Spearman: 0.7304
2022-11-23 05:46:54 - Euclidean-Distance:	Pearson: 0.7170	Spearman: 0.7287
2022-11-23 05:46:54 - Dot-Product-Similarity:	Pearson: 0.6613	Spearman: 0.6747
2022-11-23 05:46:54 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 8 after 10000 steps:
                                                           
Epoch:  80%|████████  | 8/10 [8:44:49<1:34:25, 2832.53s/it]    
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Epoch:  80%|████████  | 8/10 [8:44:49<1:34:25, 2832.53s/it]    
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Epoch:  80%|████████  | 8/10 [8:44:49<1:34:25, 2832.53s/it]    
Iteration:  86%|████████▋ | 9999/11591 [36:57<05:09,  5.14it/s]
2022-11-23 05:46:54 - Cosine-Similarity :	Pearson: 0.6067	Spearman: 0.6330
2022-11-23 05:46:54 - Manhattan-Distance:	Pearson: 0.6049	Spearman: 0.5939
2022-11-23 05:46:54 - Euclidean-Distance:	Pearson: 0.6063	Spearman: 0.5957
2022-11-23 05:46:54 - Dot-Product-Similarity:	Pearson: 0.5280	Spearman: 0.5431
2022-11-23 05:46:54 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 8 after 10000 steps:
                                                           
Epoch:  80%|████████  | 8/10 [8:44:50<1:34:25, 2832.53s/it]    
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Epoch:  80%|████████  | 8/10 [8:44:50<1:34:25, 2832.53s/it]    
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Epoch:  80%|████████  | 8/10 [8:44:50<1:34:25, 2832.53s/it]    
Iteration:  86%|████████▋ | 9999/11591 [36:57<05:09,  5.14it/s]
Iteration:  86%|████████▋ | 10000/11591 [36:57<46:35,  1.76s/it]
2022-11-23 05:46:55 - Cosine-Similarity :	Pearson: 0.7330	Spearman: 0.7719
2022-11-23 05:46:55 - Manhattan-Distance:	Pearson: 0.7597	Spearman: 0.7537
2022-11-23 05:46:55 - Euclidean-Distance:	Pearson: 0.7588	Spearman: 0.7529
2022-11-23 05:46:55 - Dot-Product-Similarity:	Pearson: 0.6206	Spearman: 0.6459
Iteration:  86%|████████▋ | 10001/11591 [36:57<44:27,  1.68s/it]
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Epoch:  80%|████████  | 8/10 [8:48:10<1:34:25, 2832.53s/it]     
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2022-11-23 05:50:15 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 8 after 11000 steps:
2022-11-23 05:50:15 - MSE (*100):	0.072746
2022-11-23 05:50:15 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 8 after 11000 steps:
                                                           
Epoch:  80%|████████  | 8/10 [8:48:31<1:34:25, 2832.53s/it]     
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2022-11-23 05:50:36 - Accuracy src2trg: 92.03
2022-11-23 05:50:36 - Accuracy trg2src: 91.37
2022-11-23 05:50:36 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 8 after 11000 steps:
                                                           
Epoch:  80%|████████  | 8/10 [8:48:31<1:34:25, 2832.53s/it]     
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2022-11-23 05:50:36 - Cosine-Similarity :	Pearson: 0.7117	Spearman: 0.7521
2022-11-23 05:50:36 - Manhattan-Distance:	Pearson: 0.7184	Spearman: 0.7311
2022-11-23 05:50:36 - Euclidean-Distance:	Pearson: 0.7175	Spearman: 0.7306
2022-11-23 05:50:36 - Dot-Product-Similarity:	Pearson: 0.6607	Spearman: 0.6720
2022-11-23 05:50:36 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 8 after 11000 steps:
                                                           
Epoch:  80%|████████  | 8/10 [8:48:32<1:34:25, 2832.53s/it]     
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2022-11-23 05:50:37 - Cosine-Similarity :	Pearson: 0.6066	Spearman: 0.6335
2022-11-23 05:50:37 - Manhattan-Distance:	Pearson: 0.6048	Spearman: 0.5949
2022-11-23 05:50:37 - Euclidean-Distance:	Pearson: 0.6062	Spearman: 0.5958
2022-11-23 05:50:37 - Dot-Product-Similarity:	Pearson: 0.5222	Spearman: 0.5375
2022-11-23 05:50:37 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 8 after 11000 steps:
                                                           
Epoch:  80%|████████  | 8/10 [8:48:32<1:34:25, 2832.53s/it]     
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2022-11-23 05:50:37 - Cosine-Similarity :	Pearson: 0.7341	Spearman: 0.7740
2022-11-23 05:50:37 - Manhattan-Distance:	Pearson: 0.7609	Spearman: 0.7558
2022-11-23 05:50:37 - Euclidean-Distance:	Pearson: 0.7598	Spearman: 0.7542
2022-11-23 05:50:37 - Dot-Product-Similarity:	Pearson: 0.6179	Spearman: 0.6445
2022-11-23 05:50:37 - Save model to output/make-multilingual-en-es-2022-11-22_20-59-30
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Epoch:  80%|████████  | 8/10 [8:50:35<1:34:25, 2832.53s/it]
2022-11-23 05:52:40 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset after epoch 8:
2022-11-23 05:52:40 - MSE (*100):	0.072676
2022-11-23 05:52:40 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset after epoch 8:
Epoch:  80%|████████  | 8/10 [8:50:56<1:34:25, 2832.53s/it]
2022-11-23 05:53:01 - Accuracy src2trg: 91.99
2022-11-23 05:53:01 - Accuracy trg2src: 91.37
2022-11-23 05:53:01 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset after epoch 8:
Epoch:  80%|████████  | 8/10 [8:50:57<1:34:25, 2832.53s/it]
2022-11-23 05:53:02 - Cosine-Similarity :	Pearson: 0.7126	Spearman: 0.7517
2022-11-23 05:53:02 - Manhattan-Distance:	Pearson: 0.7181	Spearman: 0.7311
2022-11-23 05:53:02 - Euclidean-Distance:	Pearson: 0.7171	Spearman: 0.7300
2022-11-23 05:53:02 - Dot-Product-Similarity:	Pearson: 0.6644	Spearman: 0.6768
2022-11-23 05:53:02 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset after epoch 8:
Epoch:  80%|████████  | 8/10 [8:50:57<1:34:25, 2832.53s/it]
2022-11-23 05:53:02 - Cosine-Similarity :	Pearson: 0.6073	Spearman: 0.6348
2022-11-23 05:53:02 - Manhattan-Distance:	Pearson: 0.6046	Spearman: 0.5943
2022-11-23 05:53:02 - Euclidean-Distance:	Pearson: 0.6061	Spearman: 0.5960
2022-11-23 05:53:02 - Dot-Product-Similarity:	Pearson: 0.5252	Spearman: 0.5397
2022-11-23 05:53:02 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset after epoch 8:
Epoch:  80%|████████  | 8/10 [8:50:57<1:34:25, 2832.53s/it]
2022-11-23 05:53:02 - Cosine-Similarity :	Pearson: 0.7345	Spearman: 0.7745
2022-11-23 05:53:02 - Manhattan-Distance:	Pearson: 0.7598	Spearman: 0.7551
2022-11-23 05:53:02 - Euclidean-Distance:	Pearson: 0.7589	Spearman: 0.7534
2022-11-23 05:53:02 - Dot-Product-Similarity:	Pearson: 0.6225	Spearman: 0.6494
2022-11-23 05:53:02 - Save model to output/make-multilingual-en-es-2022-11-22_20-59-30
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2022-11-23 05:56:22 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 9 after 1000 steps:
2022-11-23 05:56:22 - MSE (*100):	0.072676
2022-11-23 05:56:22 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 9 after 1000 steps:
                                                         
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2022-11-23 05:56:43 - Accuracy src2trg: 92.03
2022-11-23 05:56:43 - Accuracy trg2src: 91.38
2022-11-23 05:56:43 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 9 after 1000 steps:
                                                         
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2022-11-23 05:56:43 - Cosine-Similarity :	Pearson: 0.7117	Spearman: 0.7518
2022-11-23 05:56:43 - Manhattan-Distance:	Pearson: 0.7182	Spearman: 0.7311
2022-11-23 05:56:43 - Euclidean-Distance:	Pearson: 0.7172	Spearman: 0.7295
2022-11-23 05:56:43 - Dot-Product-Similarity:	Pearson: 0.6620	Spearman: 0.6766
2022-11-23 05:56:43 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 9 after 1000 steps:
                                                         
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2022-11-23 05:56:44 - Cosine-Similarity :	Pearson: 0.6074	Spearman: 0.6350
2022-11-23 05:56:44 - Manhattan-Distance:	Pearson: 0.6039	Spearman: 0.5929
2022-11-23 05:56:44 - Euclidean-Distance:	Pearson: 0.6052	Spearman: 0.5938
2022-11-23 05:56:44 - Dot-Product-Similarity:	Pearson: 0.5263	Spearman: 0.5420
2022-11-23 05:56:44 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 9 after 1000 steps:
                                                         
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2022-11-23 05:56:44 - Cosine-Similarity :	Pearson: 0.7341	Spearman: 0.7750
2022-11-23 05:56:44 - Manhattan-Distance:	Pearson: 0.7598	Spearman: 0.7549
2022-11-23 05:56:44 - Euclidean-Distance:	Pearson: 0.7587	Spearman: 0.7529
2022-11-23 05:56:44 - Dot-Product-Similarity:	Pearson: 0.6188	Spearman: 0.6487
2022-11-23 05:56:44 - Save model to output/make-multilingual-en-es-2022-11-22_20-59-30
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Epoch:  90%|█████████ | 9/10 [8:57:59<45:55, 2755.45s/it]      
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2022-11-23 06:00:04 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 9 after 2000 steps:
2022-11-23 06:00:04 - MSE (*100):	0.072619
2022-11-23 06:00:04 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 9 after 2000 steps:
                                                         
Epoch:  90%|█████████ | 9/10 [8:58:20<45:55, 2755.45s/it]      
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2022-11-23 06:00:25 - Accuracy src2trg: 92.06
2022-11-23 06:00:25 - Accuracy trg2src: 91.41
2022-11-23 06:00:25 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 9 after 2000 steps:
                                                         
Epoch:  90%|█████████ | 9/10 [8:58:21<45:55, 2755.45s/it]      
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2022-11-23 06:00:26 - Cosine-Similarity :	Pearson: 0.7121	Spearman: 0.7522
2022-11-23 06:00:26 - Manhattan-Distance:	Pearson: 0.7187	Spearman: 0.7313
2022-11-23 06:00:26 - Euclidean-Distance:	Pearson: 0.7176	Spearman: 0.7298
2022-11-23 06:00:26 - Dot-Product-Similarity:	Pearson: 0.6623	Spearman: 0.6762
2022-11-23 06:00:26 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 9 after 2000 steps:
                                                         
Epoch:  90%|█████████ | 9/10 [8:58:21<45:55, 2755.45s/it]      
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2022-11-23 06:00:26 - Cosine-Similarity :	Pearson: 0.6059	Spearman: 0.6326
2022-11-23 06:00:26 - Manhattan-Distance:	Pearson: 0.6033	Spearman: 0.5923
2022-11-23 06:00:26 - Euclidean-Distance:	Pearson: 0.6046	Spearman: 0.5947
2022-11-23 06:00:26 - Dot-Product-Similarity:	Pearson: 0.5269	Spearman: 0.5438
2022-11-23 06:00:26 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 9 after 2000 steps:
                                                         
Epoch:  90%|█████████ | 9/10 [8:58:21<45:55, 2755.45s/it]      
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2022-11-23 06:00:26 - Cosine-Similarity :	Pearson: 0.7345	Spearman: 0.7751
2022-11-23 06:00:26 - Manhattan-Distance:	Pearson: 0.7604	Spearman: 0.7555
2022-11-23 06:00:26 - Euclidean-Distance:	Pearson: 0.7594	Spearman: 0.7531
2022-11-23 06:00:26 - Dot-Product-Similarity:	Pearson: 0.6207	Spearman: 0.6480
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Epoch:  90%|█████████ | 9/10 [9:01:41<45:55, 2755.45s/it]      
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2022-11-23 06:03:46 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 9 after 3000 steps:
2022-11-23 06:03:46 - MSE (*100):	0.072641
2022-11-23 06:03:46 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 9 after 3000 steps:
                                                         
Epoch:  90%|█████████ | 9/10 [9:02:02<45:55, 2755.45s/it]      
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2022-11-23 06:04:07 - Accuracy src2trg: 92.09
2022-11-23 06:04:07 - Accuracy trg2src: 91.40
2022-11-23 06:04:07 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 9 after 3000 steps:
                                                         
Epoch:  90%|█████████ | 9/10 [9:02:02<45:55, 2755.45s/it]      
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2022-11-23 06:04:07 - Cosine-Similarity :	Pearson: 0.7114	Spearman: 0.7519
2022-11-23 06:04:07 - Manhattan-Distance:	Pearson: 0.7185	Spearman: 0.7310
2022-11-23 06:04:07 - Euclidean-Distance:	Pearson: 0.7176	Spearman: 0.7301
2022-11-23 06:04:07 - Dot-Product-Similarity:	Pearson: 0.6584	Spearman: 0.6707
2022-11-23 06:04:07 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 9 after 3000 steps:
                                                         
Epoch:  90%|█████████ | 9/10 [9:02:03<45:55, 2755.45s/it]      
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2022-11-23 06:04:08 - Cosine-Similarity :	Pearson: 0.6069	Spearman: 0.6347
2022-11-23 06:04:08 - Manhattan-Distance:	Pearson: 0.6045	Spearman: 0.5939
2022-11-23 06:04:08 - Euclidean-Distance:	Pearson: 0.6060	Spearman: 0.5970
2022-11-23 06:04:08 - Dot-Product-Similarity:	Pearson: 0.5251	Spearman: 0.5411
2022-11-23 06:04:08 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 9 after 3000 steps:
                                                         
Epoch:  90%|█████████ | 9/10 [9:02:03<45:55, 2755.45s/it]      
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2022-11-23 06:04:08 - Cosine-Similarity :	Pearson: 0.7338	Spearman: 0.7735
2022-11-23 06:04:08 - Manhattan-Distance:	Pearson: 0.7601	Spearman: 0.7550
2022-11-23 06:04:08 - Euclidean-Distance:	Pearson: 0.7590	Spearman: 0.7543
2022-11-23 06:04:08 - Dot-Product-Similarity:	Pearson: 0.6171	Spearman: 0.6426
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Epoch:  90%|█████████ | 9/10 [9:05:22<45:55, 2755.45s/it]      
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2022-11-23 06:07:27 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 9 after 4000 steps:
2022-11-23 06:07:27 - MSE (*100):	0.072610
2022-11-23 06:07:27 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 9 after 4000 steps:
                                                         
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2022-11-23 06:07:48 - Accuracy src2trg: 92.10
2022-11-23 06:07:48 - Accuracy trg2src: 91.43
2022-11-23 06:07:48 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 9 after 4000 steps:
                                                         
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2022-11-23 06:07:49 - Cosine-Similarity :	Pearson: 0.7113	Spearman: 0.7519
2022-11-23 06:07:49 - Manhattan-Distance:	Pearson: 0.7189	Spearman: 0.7317
2022-11-23 06:07:49 - Euclidean-Distance:	Pearson: 0.7180	Spearman: 0.7313
2022-11-23 06:07:49 - Dot-Product-Similarity:	Pearson: 0.6591	Spearman: 0.6713
2022-11-23 06:07:49 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 9 after 4000 steps:
                                                         
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2022-11-23 06:07:49 - Cosine-Similarity :	Pearson: 0.6053	Spearman: 0.6333
2022-11-23 06:07:49 - Manhattan-Distance:	Pearson: 0.6037	Spearman: 0.5942
2022-11-23 06:07:49 - Euclidean-Distance:	Pearson: 0.6052	Spearman: 0.5958
2022-11-23 06:07:49 - Dot-Product-Similarity:	Pearson: 0.5245	Spearman: 0.5382
2022-11-23 06:07:49 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 9 after 4000 steps:
                                                         
Epoch:  90%|█████████ | 9/10 [9:05:44<45:55, 2755.45s/it]      
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2022-11-23 06:07:49 - Cosine-Similarity :	Pearson: 0.7324	Spearman: 0.7734
2022-11-23 06:07:49 - Manhattan-Distance:	Pearson: 0.7598	Spearman: 0.7552
2022-11-23 06:07:49 - Euclidean-Distance:	Pearson: 0.7587	Spearman: 0.7532
2022-11-23 06:07:49 - Dot-Product-Similarity:	Pearson: 0.6169	Spearman: 0.6449
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Epoch:  90%|█████████ | 9/10 [9:09:03<45:55, 2755.45s/it]      
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Epoch:  90%|█████████ | 9/10 [9:09:03<45:55, 2755.45s/it]      
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Epoch:  90%|█████████ | 9/10 [9:09:03<45:55, 2755.45s/it]      
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2022-11-23 06:11:08 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 9 after 5000 steps:
2022-11-23 06:11:08 - MSE (*100):	0.072577
2022-11-23 06:11:08 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 9 after 5000 steps:
                                                         
Epoch:  90%|█████████ | 9/10 [9:09:24<45:55, 2755.45s/it]      
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Epoch:  90%|█████████ | 9/10 [9:09:24<45:55, 2755.45s/it]      
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Epoch:  90%|█████████ | 9/10 [9:09:24<45:55, 2755.45s/it]      
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2022-11-23 06:11:29 - Accuracy src2trg: 92.06
2022-11-23 06:11:29 - Accuracy trg2src: 91.43
2022-11-23 06:11:29 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 9 after 5000 steps:
                                                         
Epoch:  90%|█████████ | 9/10 [9:09:24<45:55, 2755.45s/it]      
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Epoch:  90%|█████████ | 9/10 [9:09:24<45:55, 2755.45s/it]      
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Epoch:  90%|█████████ | 9/10 [9:09:24<45:55, 2755.45s/it]      
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Epoch:  90%|█████████ | 9/10 [9:09:24<45:55, 2755.45s/it]      
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2022-11-23 06:11:29 - Cosine-Similarity :	Pearson: 0.7112	Spearman: 0.7513
2022-11-23 06:11:29 - Manhattan-Distance:	Pearson: 0.7186	Spearman: 0.7318
2022-11-23 06:11:29 - Euclidean-Distance:	Pearson: 0.7175	Spearman: 0.7301
2022-11-23 06:11:29 - Dot-Product-Similarity:	Pearson: 0.6602	Spearman: 0.6725
2022-11-23 06:11:29 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 9 after 5000 steps:
                                                         
Epoch:  90%|█████████ | 9/10 [9:09:25<45:55, 2755.45s/it]      
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Epoch:  90%|█████████ | 9/10 [9:09:25<45:55, 2755.45s/it]      
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Epoch:  90%|█████████ | 9/10 [9:09:25<45:55, 2755.45s/it]      
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2022-11-23 06:11:30 - Cosine-Similarity :	Pearson: 0.6052	Spearman: 0.6321
2022-11-23 06:11:30 - Manhattan-Distance:	Pearson: 0.6039	Spearman: 0.5937
2022-11-23 06:11:30 - Euclidean-Distance:	Pearson: 0.6052	Spearman: 0.5948
2022-11-23 06:11:30 - Dot-Product-Similarity:	Pearson: 0.5260	Spearman: 0.5411
2022-11-23 06:11:30 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 9 after 5000 steps:
                                                         
Epoch:  90%|█████████ | 9/10 [9:09:25<45:55, 2755.45s/it]      
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Epoch:  90%|█████████ | 9/10 [9:09:25<45:55, 2755.45s/it]      
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Epoch:  90%|█████████ | 9/10 [9:09:25<45:55, 2755.45s/it]      
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2022-11-23 06:11:30 - Cosine-Similarity :	Pearson: 0.7336	Spearman: 0.7732
2022-11-23 06:11:30 - Manhattan-Distance:	Pearson: 0.7600	Spearman: 0.7544
2022-11-23 06:11:30 - Euclidean-Distance:	Pearson: 0.7589	Spearman: 0.7532
2022-11-23 06:11:30 - Dot-Product-Similarity:	Pearson: 0.6211	Spearman: 0.6490
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                                                         3it/s]
Epoch:  90%|█████████ | 9/10 [9:12:45<45:55, 2755.45s/it]      
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Epoch:  90%|█████████ | 9/10 [9:12:45<45:55, 2755.45s/it]      
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2022-11-23 06:14:50 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 9 after 6000 steps:
2022-11-23 06:14:50 - MSE (*100):	0.072564
2022-11-23 06:14:50 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 9 after 6000 steps:
                                                         
Epoch:  90%|█████████ | 9/10 [9:13:06<45:55, 2755.45s/it]      
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Epoch:  90%|█████████ | 9/10 [9:13:06<45:55, 2755.45s/it]      
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Epoch:  90%|█████████ | 9/10 [9:13:06<45:55, 2755.45s/it]      
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2022-11-23 06:15:11 - Accuracy src2trg: 92.12
2022-11-23 06:15:11 - Accuracy trg2src: 91.47
2022-11-23 06:15:11 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 9 after 6000 steps:
                                                         
Epoch:  90%|█████████ | 9/10 [9:13:07<45:55, 2755.45s/it]      
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2022-11-23 06:15:11 - Cosine-Similarity :	Pearson: 0.7123	Spearman: 0.7527
2022-11-23 06:15:11 - Manhattan-Distance:	Pearson: 0.7197	Spearman: 0.7331
2022-11-23 06:15:11 - Euclidean-Distance:	Pearson: 0.7187	Spearman: 0.7316
2022-11-23 06:15:11 - Dot-Product-Similarity:	Pearson: 0.6615	Spearman: 0.6731
2022-11-23 06:15:12 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 9 after 6000 steps:
                                                         
Epoch:  90%|█████████ | 9/10 [9:13:07<45:55, 2755.45s/it]      
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2022-11-23 06:15:12 - Cosine-Similarity :	Pearson: 0.6065	Spearman: 0.6333
2022-11-23 06:15:12 - Manhattan-Distance:	Pearson: 0.6045	Spearman: 0.5948
2022-11-23 06:15:12 - Euclidean-Distance:	Pearson: 0.6060	Spearman: 0.5956
2022-11-23 06:15:12 - Dot-Product-Similarity:	Pearson: 0.5279	Spearman: 0.5433
2022-11-23 06:15:12 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 9 after 6000 steps:
                                                         
Epoch:  90%|█████████ | 9/10 [9:13:07<45:55, 2755.45s/it]      
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Epoch:  90%|█████████ | 9/10 [9:13:07<45:55, 2755.45s/it]      
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2022-11-23 06:15:12 - Cosine-Similarity :	Pearson: 0.7340	Spearman: 0.7747
2022-11-23 06:15:12 - Manhattan-Distance:	Pearson: 0.7610	Spearman: 0.7559
2022-11-23 06:15:12 - Euclidean-Distance:	Pearson: 0.7600	Spearman: 0.7547
2022-11-23 06:15:12 - Dot-Product-Similarity:	Pearson: 0.6184	Spearman: 0.6462
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Epoch:  90%|█████████ | 9/10 [9:16:27<45:55, 2755.45s/it]      
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2022-11-23 06:18:32 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 9 after 7000 steps:
2022-11-23 06:18:32 - MSE (*100):	0.072557
2022-11-23 06:18:32 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 9 after 7000 steps:
                                                         
Epoch:  90%|█████████ | 9/10 [9:16:48<45:55, 2755.45s/it]      
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2022-11-23 06:18:53 - Accuracy src2trg: 92.03
2022-11-23 06:18:53 - Accuracy trg2src: 91.42
2022-11-23 06:18:53 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 9 after 7000 steps:
                                                         
Epoch:  90%|█████████ | 9/10 [9:16:48<45:55, 2755.45s/it]      
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2022-11-23 06:18:53 - Cosine-Similarity :	Pearson: 0.7127	Spearman: 0.7527
2022-11-23 06:18:53 - Manhattan-Distance:	Pearson: 0.7196	Spearman: 0.7324
2022-11-23 06:18:53 - Euclidean-Distance:	Pearson: 0.7185	Spearman: 0.7307
2022-11-23 06:18:53 - Dot-Product-Similarity:	Pearson: 0.6615	Spearman: 0.6725
2022-11-23 06:18:53 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 9 after 7000 steps:
                                                         
Epoch:  90%|█████████ | 9/10 [9:16:48<45:55, 2755.45s/it]      
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2022-11-23 06:18:53 - Cosine-Similarity :	Pearson: 0.6072	Spearman: 0.6333
2022-11-23 06:18:53 - Manhattan-Distance:	Pearson: 0.6044	Spearman: 0.5944
2022-11-23 06:18:53 - Euclidean-Distance:	Pearson: 0.6058	Spearman: 0.5952
2022-11-23 06:18:53 - Dot-Product-Similarity:	Pearson: 0.5271	Spearman: 0.5428
2022-11-23 06:18:53 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 9 after 7000 steps:
                                                         
Epoch:  90%|█████████ | 9/10 [9:16:49<45:55, 2755.45s/it]      
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2022-11-23 06:18:54 - Cosine-Similarity :	Pearson: 0.7341	Spearman: 0.7739
2022-11-23 06:18:54 - Manhattan-Distance:	Pearson: 0.7608	Spearman: 0.7558
2022-11-23 06:18:54 - Euclidean-Distance:	Pearson: 0.7598	Spearman: 0.7539
2022-11-23 06:18:54 - Dot-Product-Similarity:	Pearson: 0.6189	Spearman: 0.6470
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Epoch:  90%|█████████ | 9/10 [9:20:08<45:55, 2755.45s/it]      
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Epoch:  90%|█████████ | 9/10 [9:20:08<45:55, 2755.45s/it]      
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Epoch:  90%|█████████ | 9/10 [9:20:08<45:55, 2755.45s/it]      
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2022-11-23 06:22:13 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 9 after 8000 steps:
2022-11-23 06:22:13 - MSE (*100):	0.072512
2022-11-23 06:22:13 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 9 after 8000 steps:
                                                         
Epoch:  90%|█████████ | 9/10 [9:20:29<45:55, 2755.45s/it]      
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Epoch:  90%|█████████ | 9/10 [9:20:29<45:55, 2755.45s/it]      
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Epoch:  90%|█████████ | 9/10 [9:20:30<45:55, 2755.45s/it]      
Iteration:  69%|██████▉   | 7999/11591 [29:31<11:07,  5.38it/s]
2022-11-23 06:22:34 - Accuracy src2trg: 92.06
2022-11-23 06:22:34 - Accuracy trg2src: 91.38
2022-11-23 06:22:35 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 9 after 8000 steps:
                                                         
Epoch:  90%|█████████ | 9/10 [9:20:30<45:55, 2755.45s/it]      
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2022-11-23 06:22:35 - Cosine-Similarity :	Pearson: 0.7119	Spearman: 0.7521
2022-11-23 06:22:35 - Manhattan-Distance:	Pearson: 0.7195	Spearman: 0.7326
2022-11-23 06:22:35 - Euclidean-Distance:	Pearson: 0.7184	Spearman: 0.7302
2022-11-23 06:22:35 - Dot-Product-Similarity:	Pearson: 0.6614	Spearman: 0.6725
2022-11-23 06:22:35 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 9 after 8000 steps:
                                                         
Epoch:  90%|█████████ | 9/10 [9:20:30<45:55, 2755.45s/it]      
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Epoch:  90%|█████████ | 9/10 [9:20:30<45:55, 2755.45s/it]      
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2022-11-23 06:22:35 - Cosine-Similarity :	Pearson: 0.6067	Spearman: 0.6336
2022-11-23 06:22:35 - Manhattan-Distance:	Pearson: 0.6044	Spearman: 0.5948
2022-11-23 06:22:35 - Euclidean-Distance:	Pearson: 0.6059	Spearman: 0.5966
2022-11-23 06:22:35 - Dot-Product-Similarity:	Pearson: 0.5279	Spearman: 0.5426
2022-11-23 06:22:35 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 9 after 8000 steps:
                                                         
Epoch:  90%|█████████ | 9/10 [9:20:30<45:55, 2755.45s/it]      
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Epoch:  90%|█████████ | 9/10 [9:20:30<45:55, 2755.45s/it]      
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2022-11-23 06:22:35 - Cosine-Similarity :	Pearson: 0.7342	Spearman: 0.7730
2022-11-23 06:22:35 - Manhattan-Distance:	Pearson: 0.7608	Spearman: 0.7552
2022-11-23 06:22:35 - Euclidean-Distance:	Pearson: 0.7598	Spearman: 0.7536
2022-11-23 06:22:35 - Dot-Product-Similarity:	Pearson: 0.6212	Spearman: 0.6493
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Epoch:  90%|█████████ | 9/10 [9:23:50<45:55, 2755.45s/it]      
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Epoch:  90%|█████████ | 9/10 [9:23:50<45:55, 2755.45s/it]      
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Epoch:  90%|█████████ | 9/10 [9:23:50<45:55, 2755.45s/it]      
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2022-11-23 06:25:55 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 9 after 9000 steps:
2022-11-23 06:25:55 - MSE (*100):	0.072537
2022-11-23 06:25:55 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 9 after 9000 steps:
                                                         
Epoch:  90%|█████████ | 9/10 [9:24:11<45:55, 2755.45s/it]      
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Epoch:  90%|█████████ | 9/10 [9:24:11<45:55, 2755.45s/it]      
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Epoch:  90%|█████████ | 9/10 [9:24:11<45:55, 2755.45s/it]      
Iteration:  78%|███████▊  | 8999/11591 [33:13<08:12,  5.26it/s]
2022-11-23 06:26:16 - Accuracy src2trg: 92.07
2022-11-23 06:26:16 - Accuracy trg2src: 91.40
2022-11-23 06:26:16 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 9 after 9000 steps:
                                                         
Epoch:  90%|█████████ | 9/10 [9:24:12<45:55, 2755.45s/it]      
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Epoch:  90%|█████████ | 9/10 [9:24:12<45:55, 2755.45s/it]      
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Epoch:  90%|█████████ | 9/10 [9:24:12<45:55, 2755.45s/it]      
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2022-11-23 06:26:17 - Cosine-Similarity :	Pearson: 0.7116	Spearman: 0.7527
2022-11-23 06:26:17 - Manhattan-Distance:	Pearson: 0.7195	Spearman: 0.7323
2022-11-23 06:26:17 - Euclidean-Distance:	Pearson: 0.7186	Spearman: 0.7304
2022-11-23 06:26:17 - Dot-Product-Similarity:	Pearson: 0.6616	Spearman: 0.6727
2022-11-23 06:26:17 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 9 after 9000 steps:
                                                         
Epoch:  90%|█████████ | 9/10 [9:24:12<45:55, 2755.45s/it]      
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Epoch:  90%|█████████ | 9/10 [9:24:12<45:55, 2755.45s/it]      
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2022-11-23 06:26:17 - Cosine-Similarity :	Pearson: 0.6063	Spearman: 0.6331
2022-11-23 06:26:17 - Manhattan-Distance:	Pearson: 0.6046	Spearman: 0.5945
2022-11-23 06:26:17 - Euclidean-Distance:	Pearson: 0.6060	Spearman: 0.5962
2022-11-23 06:26:17 - Dot-Product-Similarity:	Pearson: 0.5280	Spearman: 0.5424
2022-11-23 06:26:17 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 9 after 9000 steps:
                                                         
Epoch:  90%|█████████ | 9/10 [9:24:12<45:55, 2755.45s/it]      
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Epoch:  90%|█████████ | 9/10 [9:24:12<45:55, 2755.45s/it]      
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Epoch:  90%|█████████ | 9/10 [9:24:12<45:55, 2755.45s/it]      
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2022-11-23 06:26:17 - Cosine-Similarity :	Pearson: 0.7341	Spearman: 0.7732
2022-11-23 06:26:17 - Manhattan-Distance:	Pearson: 0.7607	Spearman: 0.7554
2022-11-23 06:26:17 - Euclidean-Distance:	Pearson: 0.7597	Spearman: 0.7540
2022-11-23 06:26:17 - Dot-Product-Similarity:	Pearson: 0.6205	Spearman: 0.6496
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Epoch:  90%|█████████ | 9/10 [9:27:32<45:55, 2755.45s/it]      
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Epoch:  90%|█████████ | 9/10 [9:27:32<45:55, 2755.45s/it]      
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Epoch:  90%|█████████ | 9/10 [9:27:32<45:55, 2755.45s/it]      
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2022-11-23 06:29:37 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 9 after 10000 steps:
2022-11-23 06:29:37 - MSE (*100):	0.072522
2022-11-23 06:29:37 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 9 after 10000 steps:
                                                         
Epoch:  90%|█████████ | 9/10 [9:27:53<45:55, 2755.45s/it]      
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Epoch:  90%|█████████ | 9/10 [9:27:53<45:55, 2755.45s/it]      
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Epoch:  90%|█████████ | 9/10 [9:27:53<45:55, 2755.45s/it]      
Iteration:  86%|████████▋ | 9999/11591 [36:55<05:03,  5.24it/s]
2022-11-23 06:29:58 - Accuracy src2trg: 92.06
2022-11-23 06:29:58 - Accuracy trg2src: 91.39
2022-11-23 06:29:58 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 9 after 10000 steps:
                                                         
Epoch:  90%|█████████ | 9/10 [9:27:53<45:55, 2755.45s/it]      
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Iteration:  86%|████████▋ | 9999/11591 [36:55<05:03,  5.24it/s]
2022-11-23 06:29:58 - Cosine-Similarity :	Pearson: 0.7118	Spearman: 0.7520
2022-11-23 06:29:58 - Manhattan-Distance:	Pearson: 0.7194	Spearman: 0.7325
2022-11-23 06:29:58 - Euclidean-Distance:	Pearson: 0.7183	Spearman: 0.7302
2022-11-23 06:29:58 - Dot-Product-Similarity:	Pearson: 0.6599	Spearman: 0.6710
2022-11-23 06:29:58 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 9 after 10000 steps:
                                                         
Epoch:  90%|█████████ | 9/10 [9:27:54<45:55, 2755.45s/it]      
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Epoch:  90%|█████████ | 9/10 [9:27:54<45:55, 2755.45s/it]      
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2022-11-23 06:29:59 - Cosine-Similarity :	Pearson: 0.6064	Spearman: 0.6330
2022-11-23 06:29:59 - Manhattan-Distance:	Pearson: 0.6043	Spearman: 0.5943
2022-11-23 06:29:59 - Euclidean-Distance:	Pearson: 0.6057	Spearman: 0.5959
2022-11-23 06:29:59 - Dot-Product-Similarity:	Pearson: 0.5270	Spearman: 0.5421
2022-11-23 06:29:59 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 9 after 10000 steps:
                                                         
Epoch:  90%|█████████ | 9/10 [9:27:54<45:55, 2755.45s/it]      
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Epoch:  90%|█████████ | 9/10 [9:27:54<45:55, 2755.45s/it]      
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Epoch:  90%|█████████ | 9/10 [9:27:54<45:55, 2755.45s/it]      
Iteration:  86%|████████▋ | 9999/11591 [36:56<05:03,  5.24it/s]
Iteration:  86%|████████▋ | 10000/11591 [36:56<46:09,  1.74s/it]
2022-11-23 06:29:59 - Cosine-Similarity :	Pearson: 0.7338	Spearman: 0.7740
2022-11-23 06:29:59 - Manhattan-Distance:	Pearson: 0.7605	Spearman: 0.7555
2022-11-23 06:29:59 - Euclidean-Distance:	Pearson: 0.7595	Spearman: 0.7536
2022-11-23 06:29:59 - Dot-Product-Similarity:	Pearson: 0.6191	Spearman: 0.6478
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Epoch:  90%|█████████ | 9/10 [9:31:14<45:55, 2755.45s/it]       
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Epoch:  90%|█████████ | 9/10 [9:31:14<45:55, 2755.45s/it]       
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2022-11-23 06:33:19 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 9 after 11000 steps:
2022-11-23 06:33:19 - MSE (*100):	0.072513
2022-11-23 06:33:19 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 9 after 11000 steps:
                                                         
Epoch:  90%|█████████ | 9/10 [9:31:35<45:55, 2755.45s/it]       
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Epoch:  90%|█████████ | 9/10 [9:31:35<45:55, 2755.45s/it]       
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2022-11-23 06:33:40 - Accuracy src2trg: 92.07
2022-11-23 06:33:40 - Accuracy trg2src: 91.39
2022-11-23 06:33:40 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 9 after 11000 steps:
                                                         
Epoch:  90%|█████████ | 9/10 [9:31:35<45:55, 2755.45s/it]       
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2022-11-23 06:33:40 - Cosine-Similarity :	Pearson: 0.7121	Spearman: 0.7520
2022-11-23 06:33:40 - Manhattan-Distance:	Pearson: 0.7195	Spearman: 0.7325
2022-11-23 06:33:40 - Euclidean-Distance:	Pearson: 0.7185	Spearman: 0.7308
2022-11-23 06:33:40 - Dot-Product-Similarity:	Pearson: 0.6602	Spearman: 0.6712
2022-11-23 06:33:40 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 9 after 11000 steps:
                                                         
Epoch:  90%|█████████ | 9/10 [9:31:35<45:55, 2755.45s/it]       
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2022-11-23 06:33:40 - Cosine-Similarity :	Pearson: 0.6065	Spearman: 0.6333
2022-11-23 06:33:40 - Manhattan-Distance:	Pearson: 0.6041	Spearman: 0.5940
2022-11-23 06:33:40 - Euclidean-Distance:	Pearson: 0.6056	Spearman: 0.5958
2022-11-23 06:33:40 - Dot-Product-Similarity:	Pearson: 0.5270	Spearman: 0.5420
2022-11-23 06:33:40 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 9 after 11000 steps:
                                                         
Epoch:  90%|█████████ | 9/10 [9:31:36<45:55, 2755.45s/it]       
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Epoch:  90%|█████████ | 9/10 [9:31:36<45:55, 2755.45s/it]       
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2022-11-23 06:33:41 - Cosine-Similarity :	Pearson: 0.7343	Spearman: 0.7742
2022-11-23 06:33:41 - Manhattan-Distance:	Pearson: 0.7608	Spearman: 0.7557
2022-11-23 06:33:41 - Euclidean-Distance:	Pearson: 0.7597	Spearman: 0.7537
2022-11-23 06:33:41 - Dot-Product-Similarity:	Pearson: 0.6197	Spearman: 0.6476
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Epoch:  90%|█████████ | 9/10 [9:33:38<45:55, 2755.45s/it]
2022-11-23 06:35:43 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset after epoch 9:
2022-11-23 06:35:43 - MSE (*100):	0.072506
2022-11-23 06:35:43 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset after epoch 9:
Epoch:  90%|█████████ | 9/10 [9:33:59<45:55, 2755.45s/it]
2022-11-23 06:36:04 - Accuracy src2trg: 92.08
2022-11-23 06:36:04 - Accuracy trg2src: 91.42
2022-11-23 06:36:04 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset after epoch 9:
Epoch:  90%|█████████ | 9/10 [9:33:59<45:55, 2755.45s/it]
2022-11-23 06:36:04 - Cosine-Similarity :	Pearson: 0.7121	Spearman: 0.7522
2022-11-23 06:36:04 - Manhattan-Distance:	Pearson: 0.7195	Spearman: 0.7326
2022-11-23 06:36:04 - Euclidean-Distance:	Pearson: 0.7185	Spearman: 0.7307
2022-11-23 06:36:04 - Dot-Product-Similarity:	Pearson: 0.6607	Spearman: 0.6720
2022-11-23 06:36:04 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset after epoch 9:
2022-11-23 06:36:04 - Cosine-Similarity :	Pearson: 0.6065	Spearman: 0.6333
2022-11-23 06:36:04 - Manhattan-Distance:	Pearson: 0.6042	Spearman: 0.5940
Epoch:  90%|█████████ | 9/10 [9:33:59<45:55, 2755.45s/it]
2022-11-23 06:36:04 - Euclidean-Distance:	Pearson: 0.6056	Spearman: 0.5958
2022-11-23 06:36:04 - Dot-Product-Similarity:	Pearson: 0.5274	Spearman: 0.5416
2022-11-23 06:36:04 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset after epoch 9:
2022-11-23 06:36:04 - Cosine-Similarity :	Pearson: 0.7341	Spearman: 0.7740
2022-11-23 06:36:04 - Manhattan-Distance:	Pearson: 0.7608	Spearman: 0.7555
2022-11-23 06:36:04 - Euclidean-Distance:	Pearson: 0.7597	Spearman: 0.7536
2022-11-23 06:36:04 - Dot-Product-Similarity:	Pearson: 0.6196	Spearman: 0.6481
Epoch: 100%|██████████| 10/10 [9:33:59<00:00, 3444.00s/it]
In [22]:
print('Tiempo de entrenamiento: {} seg'.format(t2-t1))
Tiempo de entrenamiento: 34439.96579003334 seg
In [23]:
!mkdir Spanish_SBERT\modelos_entrenados\Spanish_SBERT_100_2
A subdirectory or file Spanish_SBERT\modelos_entrenados\Spanish_SBERT_100_2 already exists.
In [24]:
student_model.save('Spanish_SBERT/modelos_entrenados/Spanish_SBERT_100_2')
2022-11-23 06:36:05 - Save model to Spanish_SBERT/modelos_entrenados/Spanish_SBERT_100_2
In [ ]:
 
In [ ]:
 
In [ ]:
 
In [ ]:
 
In [40]:
%%capture

teacher_model_name = 'all-mpnet-base-v2'
student_model_name = 'bert-base-multilingual-cased' 

from sentence_transformers import SentenceTransformer, util

model_teacher = SentenceTransformer(teacher_model_name)
model_student_noT = SentenceTransformer(student_model_name)
Some weights of the model checkpoint at C:\Users\josep/.cache\torch\sentence_transformers\bert-base-multilingual-cased were not used when initializing BertModel: ['cls.predictions.transform.dense.weight', 'cls.predictions.bias', 'cls.predictions.decoder.weight', 'cls.predictions.transform.dense.bias', 'cls.predictions.transform.LayerNorm.bias', 'cls.seq_relationship.weight', 'cls.predictions.transform.LayerNorm.weight', 'cls.seq_relationship.bias']
- This IS expected if you are initializing BertModel from the checkpoint of a model trained on another task or with another architecture (e.g. initializing a BertForSequenceClassification model from a BertForPreTraining model).
- This IS NOT expected if you are initializing BertModel from the checkpoint of a model that you expect to be exactly identical (initializing a BertForSequenceClassification model from a BertForSequenceClassification model).
In [52]:
sent1_es = 'hola me gustaria abrir una cuenta en su banco'
sent1_en = 'hello i would like to open an account at your bank'

#sent2 = 'estimados quiero tener una cuenta corriente con ustedes'

code1 = model_teacher.encode(sent1_en)
code2_1 = model_student_noT.encode(sent1_en)
code2_2 = model_student_noT.encode(sent1_es)
code3_1 = student_model.encode(sent1_en)
code3_2 = student_model.encode(sent1_es)
Batches: 100%|███████████████████████████████████████████████████████████████████████████| 1/1 [00:00<00:00, 21.91it/s]
Batches: 100%|███████████████████████████████████████████████████████████████████████████| 1/1 [00:00<00:00, 67.20it/s]
Batches: 100%|███████████████████████████████████████████████████████████████████████████| 1/1 [00:00<00:00, 69.52it/s]
Batches: 100%|███████████████████████████████████████████████████████████████████████████| 1/1 [00:00<00:00, 69.52it/s]
Batches: 100%|███████████████████████████████████████████████████████████████████████████| 1/1 [00:00<00:00, 69.52it/s]
In [ ]:
 
In [62]:
util.cos_sim(code1, code3_2)*100
Out[62]:
tensor([[40.8690]])
In [61]:
util.cos_sim(code1, code2_2)*100
Out[61]:
tensor([[4.3812]])
In [54]:
util.cos_sim(code3_1, code3_2)
Out[54]:
tensor([[0.9241]])
In [55]:
util.cos_sim(code2_1, code2_2)
Out[55]:
tensor([[0.6296]])
In [64]:
from nltk.corpus import stopwords

spanish_stopwords = stopwords.words('spanish')
In [65]:
from sklearn.metrics.pairwise import cosine_similarity
from sklearn.feature_extraction.text import CountVectorizer

def get_keywords(text, ngram, top):
    
    n_gram_range = (ngram, ngram)
    
    count = CountVectorizer( ngram_range = n_gram_range, stop_words = spanish_stopwords ).fit( [text] )
    candidates = count.get_feature_names()
    
    doc_embed = student_model.encode([text])
    can_embed = student_model.encode(candidates)
    
    distances = cosine_similarity( doc_embed, can_embed )
    keywords = [ candidates[index] for index in distances.argsort()[0][-top:] ]
    
    return keywords
In [69]:
text = 'tengo un problema con el uso de mi tarjeta_credito para usarla en el extranjero pero digame cuando uso de ella ya que se supone lo tengo activado hable'

get_keywords(text = text, ngram = 1, top = 6)
C:\Users\josep\anaconda3\envs\nlp-39\lib\site-packages\sklearn\utils\deprecation.py:87: FutureWarning: Function get_feature_names is deprecated; get_feature_names is deprecated in 1.0 and will be removed in 1.2. Please use get_feature_names_out instead.
  warnings.warn(msg, category=FutureWarning)
Batches: 100%|███████████████████████████████████████████████████████████████████████████| 1/1 [00:00<00:00,  8.54it/s]
Batches: 100%|███████████████████████████████████████████████████████████████████████████| 1/1 [00:00<00:00, 28.80it/s]
Out[69]:
['supone', 'activado', 'problema', 'uso', 'tarjeta_credito', 'usarla']
In [75]:
%%capture

embed1 = 'sentence-transformers/multi-qa-MiniLM-L6-cos-v1'
embed2 = 'sentence-transformers/all-MiniLM-L6-v2' 

from sentence_transformers import SentenceTransformer, util

model_embed1 = SentenceTransformer(embed1)
model_embed2 = SentenceTransformer(embed2)
In [ ]:
 
In [ ]:
 
In [77]:
target_languages
Out[77]:
{'es'}
In [78]:
all_languages
Out[78]:
['en', 'es']
In [104]:
##### Read cross-lingual Semantic Textual Similarity (STS) data ####
all_languages = list(set(list(source_languages)+list(target_languages)))
sts_data = {}

#Open the ZIP File of STS2017-extended.zip and check for which language combinations we have STS data
with zipfile.ZipFile(sts_corpus) as zip:
    filelist = zip.namelist()
    sts_files = []

    for i in range(len(all_languages)):
        for j in range(i, len(all_languages)):
            lang1 = all_languages[i]
            lang2 = all_languages[j]
            filepath = 'STS2017-extended/STS.en-en.txt'
            if filepath not in filelist:
                lang1, lang2 = lang2, lang1
                filepath = 'STS2017-extended/STS.en-en.txt'.format(lang1, lang2)

            if filepath in filelist:
                filename = os.path.basename(filepath)
                sts_data[filename] = {'sentences1': [], 'sentences2': [], 'scores': []}

                fIn = zip.open(filepath)
                for line in io.TextIOWrapper(fIn, 'utf8'):
                    sent1, sent2, score = line.strip().split("\t")
                    score = float(score)
                    sts_data[filename]['sentences1'].append(sent1)
                    sts_data[filename]['sentences2'].append(sent2)
                    sts_data[filename]['scores'].append(score)

#for filename, data in sts_data.items():
test_evaluator_en_en = evaluation.EmbeddingSimilarityEvaluator(data['sentences1'], data['sentences2'], data['scores'], batch_size=inference_batch_size, name=filename, show_progress_bar=False)
#    evaluators.append(test_evaluator)
In [15]:
##### Read cross-lingual Semantic Textual Similarity (STS) data ####
#all_languages = list(set(list(source_languages)+list(target_languages)))
all_languages = ['en', 'es']
sts_data = {}
1
sts_corpus = "Spanish_SBERT/datasets/STS2017-extended.zip"     # Extended STS2017 dataset for more languages

#Open the ZIP File of STS2017-extended.zip and check for which language combinations we have STS data
with zipfile.ZipFile(sts_corpus) as zip:
    filelist = zip.namelist()
    sts_files = []

    for i in range(len(all_languages)):
        for j in range(i, len(all_languages)):
            lang1 = all_languages[i]
            lang2 = all_languages[j]
            filepath = 'STS2017-extended/STS.es-es.txt'
            if filepath not in filelist:
                lang1, lang2 = lang2, lang1
                filepath = 'STS2017-extended/STS.es-es.txt'

            if filepath in filelist:
                filename = os.path.basename(filepath)
                sts_data[filename] = {'sentences1': [], 'sentences2': [], 'scores': []}

                fIn = zip.open(filepath)
                for line in io.TextIOWrapper(fIn, 'utf8'):
                    sent1, sent2, score = line.strip().split("\t")
                    score = float(score)
                    sts_data[filename]['sentences1'].append(sent1)
                    sts_data[filename]['sentences2'].append(sent2)
                    sts_data[filename]['scores'].append(score)

for filename, data in sts_data.items():
    test_evaluator_es_es = evaluation.EmbeddingSimilarityEvaluator(data['sentences1'], data['sentences2'], data['scores'], batch_size=64, name=filename, show_progress_bar=False)
#    evaluators.append(test_evaluator)
In [ ]:
model_embed2.evaluate(
    evaluator: sentence_transformers.evaluation.SentenceEvaluator.SentenceEvaluator,
    output_path: str = None,
)
In [84]:
sentence_transformers.evaluation.SentenceEvaluator
Out[84]:
sentence_transformers.evaluation.SentenceEvaluator.SentenceEvaluator
In [91]:
test_evaluator(model_embed2)
2022-11-18 13:13:42 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset:
2022-11-18 13:13:44 - Cosine-Similarity :	Pearson: 0.7704	Spearman: 0.7612
2022-11-18 13:13:44 - Manhattan-Distance:	Pearson: 0.7787	Spearman: 0.7565
2022-11-18 13:13:44 - Euclidean-Distance:	Pearson: 0.7822	Spearman: 0.7612
2022-11-18 13:13:44 - Dot-Product-Similarity:	Pearson: 0.7704	Spearman: 0.7611
Out[91]:
0.7611764487426621
In [103]:
modelos_entrenados = [model_teacher,
                      model_student_noT,
                      student_model,]
                      #model_embed1,
                      #model_embed2]

modelos_entrenados_label = ['model_teacher',
                            'model_student_noT',
                            'student_model',]
                            #'model_embed1',
                            #'model_embed2']

for i in range( len(modelos_entrenados) ):
    print( modelos_entrenados_label[i] + ':' )
    print( test_evaluator(modelos_entrenados[i]) )
    print()
model_teacher:
2022-11-18 13:46:58 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset:
2022-11-18 13:46:59 - Cosine-Similarity :	Pearson: 0.7859	Spearman: 0.7840
2022-11-18 13:46:59 - Manhattan-Distance:	Pearson: 0.7960	Spearman: 0.7785
2022-11-18 13:46:59 - Euclidean-Distance:	Pearson: 0.7999	Spearman: 0.7840
2022-11-18 13:46:59 - Dot-Product-Similarity:	Pearson: 0.7859	Spearman: 0.7840
0.7840443150043068

model_student_noT:
2022-11-18 13:46:59 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset:
2022-11-18 13:46:59 - Cosine-Similarity :	Pearson: 0.5456	Spearman: 0.5669
2022-11-18 13:46:59 - Manhattan-Distance:	Pearson: 0.5727	Spearman: 0.5717
2022-11-18 13:46:59 - Euclidean-Distance:	Pearson: 0.5743	Spearman: 0.5737
2022-11-18 13:46:59 - Dot-Product-Similarity:	Pearson: 0.3576	Spearman: 0.3705
0.5737029785343253

student_model:
2022-11-18 13:46:59 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset:
2022-11-18 13:46:59 - Cosine-Similarity :	Pearson: 0.6931	Spearman: 0.7352
2022-11-18 13:46:59 - Manhattan-Distance:	Pearson: 0.7254	Spearman: 0.7170
2022-11-18 13:46:59 - Euclidean-Distance:	Pearson: 0.7242	Spearman: 0.7155
2022-11-18 13:46:59 - Dot-Product-Similarity:	Pearson: 0.5532	Spearman: 0.5806
0.7352274038094662

In [ ]:
test_evaluator(modelos_entrenados[i])
In [98]:
zip
Out[98]:
<zipfile.ZipFile [closed]>
In [5]:
#mkdir Spanish_SBERT\modelos_entrenados\Spanish_SBERT_100_2
A subdirectory or file Spanish_SBERT\modelos_entrenados\Spanish_SBERT_100_2 already exists.
In [3]:
from sentence_transformers import SentenceTransformer, util

model_load = SentenceTransformer('Spanish_SBERT/modelos_entrenados/Spanish_SBERT_100_2')
In [4]:
model_load
Out[4]:
SentenceTransformer(
  (0): Transformer({'max_seq_length': 128, 'do_lower_case': False}) with Transformer model: BertModel 
  (1): Pooling({'word_embedding_dimension': 768, 'pooling_mode_cls_token': False, 'pooling_mode_mean_tokens': True, 'pooling_mode_max_tokens': False, 'pooling_mode_mean_sqrt_len_tokens': False})
)
In [110]:
student_model
Out[110]:
SentenceTransformer(
  (0): Transformer({'max_seq_length': 128, 'do_lower_case': False}) with Transformer model: BertModel 
  (1): Pooling({'word_embedding_dimension': 768, 'pooling_mode_cls_token': False, 'pooling_mode_mean_tokens': True, 'pooling_mode_max_tokens': False, 'pooling_mode_mean_sqrt_len_tokens': False})
)
In [16]:
test_evaluator_es_es( model_load )
Out[16]:
0.7352274038094662
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In [25]:
student_model
Out[25]:
SentenceTransformer(
  (0): Transformer({'max_seq_length': 128, 'do_lower_case': False}) with Transformer model: BertModel 
  (1): Pooling({'word_embedding_dimension': 768, 'pooling_mode_cls_token': False, 'pooling_mode_mean_tokens': True, 'pooling_mode_max_tokens': False, 'pooling_mode_mean_sqrt_len_tokens': False})
)
In [35]:
from multiprocessing import Process

count1 = 0
count2 = 0

def func1():
    print('func1: starting')
    for i in xrange(10000000): count1 += i
    print('func1: finishing')

def func2():
    print ('func2: starting')
    for i in xrange(19999999): count2 += i
    print ('func2: finishing')

if __name__ == '__main__':
    p1 = Process(target=func1)
    p1.start()
    p2 = Process(target=func2)
    p2.start()
    p1.join()
    p2.join()
In [36]:
count1
Out[36]:
0
In [ ]:
count1 = 0
count2 = 0
In [1]:
# Import module
import threading
import time
  
# A sample function to print squares
def print_squares(thread_name, numbers):
    
    for number in numbers:
        print(thread_name, number**2)
          
        # Produce some delay to see the output
        time.sleep(1)
  
  
# Creating 3 threads that execute the same 
# function with different parameters
thread1 = threading.Thread(target=print_squares, 
                           args=("thread1", [1, 2, 3, 4, 5]))
  
thread2 = threading.Thread(target=print_squares, 
                           args=("thread2", [6, 7, 8, 9, 10]))
  
thread3 = threading.Thread(target=print_squares, 
                           args=("thread3", [11, 12, 13, 14, 15]))
  
# Start the threads
thread1.start()
thread2.start()
thread3.start()
  
# Join the threads before 
# moving further
thread1.join()
thread2.join()
thread3.join()
thread1 1
thread2 36
thread3 121
thread1thread2 49
 4
thread3 144
thread2thread1 9
thread3 169
 64
thread3thread1 16
thread2 81
 196
thread1thread2 100
 25
thread3 225
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In [2]:
embed1 = 'Spanish_SBERT/modelos_entrenados/Spanish_SBERT_100_2' 

from sentence_transformers import SentenceTransformer, util

model_embed1 = SentenceTransformer(embed1)
In [3]:
model_embed1
Out[3]:
SentenceTransformer(
  (0): Transformer({'max_seq_length': 128, 'do_lower_case': False}) with Transformer model: BertModel 
  (1): Pooling({'word_embedding_dimension': 768, 'pooling_mode_cls_token': False, 'pooling_mode_mean_tokens': True, 'pooling_mode_max_tokens': False, 'pooling_mode_mean_sqrt_len_tokens': False})
)
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In [2]:
import tarfile
import subprocess

subprocess.call( ["tar", "-czf", "New_Embed_model.tar.gz", "Spanish_SBERT"] )
Out[2]:
0
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